{"id":14044,"date":"2026-02-05T10:54:29","date_gmt":"2026-02-05T10:54:29","guid":{"rendered":"https:\/\/mdforlives.com\/insights\/?p=14044"},"modified":"2026-03-13T06:35:09","modified_gmt":"2026-03-13T06:35:09","slug":"ai-in-healthcare","status":"publish","type":"post","link":"https:\/\/mdforlives.com\/insights\/ai-in-healthcare\/","title":{"rendered":"AI in Healthcare: Where Clinicians Trust It &amp; Where Not"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14044\" class=\"elementor elementor-14044\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5262943 e-flex e-con-boxed e-con e-parent\" data-id=\"5262943\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a2206f4 elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"a2206f4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1400\" height=\"500\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healthcare.webp\" class=\"attachment-full size-full wp-image-14046\" alt=\"AI in Healthcare\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healthcare.webp 1400w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healthcare-300x107.webp 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healthcare-1024x366.webp 1024w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healthcare-768x274.webp 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aff8311 e-flex e-con-boxed e-con e-parent\" data-id=\"aff8311\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0309ebd elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"0309ebd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healhcare-mobile_banner.webp\" class=\"attachment-large size-large wp-image-14047\" alt=\"AI in Healthcare\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healhcare-mobile_banner.webp 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healhcare-mobile_banner-300x300.webp 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healhcare-mobile_banner-150x150.webp 150w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healhcare-mobile_banner-768x768.webp 768w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/AI-in-Healhcare-mobile_banner-700x700.webp 700w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c6bb45 e-flex e-con-boxed e-con e-parent\" data-id=\"6c6bb45\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6fa7248 elementor-widget elementor-widget-heading\" data-id=\"6fa7248\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI in Healthcare: Where Clinicians Trust It, and Where They Don\u2019t<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d43e4f e-flex e-con-boxed e-con e-parent\" data-id=\"5d43e4f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12630bb elementor-widget elementor-widget-text-editor\" data-id=\"12630bb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A clinician reviews an alert between documentation, another notification, and a patient waiting.<\/p><p>The system suggests an action. The clinician pauses.<\/p><p>When AI conflicts with your clinical instinct, what do you do first?<\/p><p>AI is now embedded in routine care. The real question is trust when stakes rise. Clinician-reported data shows a clear pattern: AI is consulted often, but deferred to selectively. 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   \t\t\t\tfont-size: 16px;\t\t\t}\t\t\t#ays-poll-id-69dc750123b62.box-apm .apm-answers > .apm-choosing > .ays_label_poll > div.ays-poll-answer-image > img.ays-poll-each-image{\t\t\t\theight: 150px;\t\t\t}\t\t\t#ays-poll-id-69dc750123b62.box-apm .apm-answers .apm-choosing > label.ays-poll-answer-container-label-list > p.ays-poll-answers > span.ays-poll-each-answer-list {\t\t\t\tpadding: unset;\t\t\t\tword-wrap: break-word;\t\t\t}\t\t\t#ays-poll-id-69dc750123b62 .ays-poll-btn{\t\t\t\tfont-size: 17px;\t\t\t\tline-height: 1;\t\t\t\twhite-space: normal;\t\t\t\tword-break: break-word;\t\t\t}\t\t}\t\t@media screen and (max-width: 768px){\t\t\t#ays-poll-id-69dc750123b62{\t\t\t\tmax-width: 100%;\t\t\t}\t\t}\t\t#ays-poll-container-14{        \twidth: 749px;\t\t}\t\t@media screen and (max-width: 768px){\t\t\t#ays-poll-container-14{\t\t\t\twidth: 100%;\t\t\t\tmax-width: 96%;\t\t\t}\t\t\t#ays-poll-id-69dc750123b62.box-apm .apm-choosing .ays-poll-each-image-list{\t\t\t\twidth: 100%;        \t}\t\t}\t\t\t           <\/style>        <script>            var dataCss = {\t\t\t\twidth: '749px',                maxWidth: '98%',                fontSize: '16px',                padding: '10px',                margin: '0 auto',                marginTop: '-1rem',                borderStyle: 'ridge',                borderWidth: '2px',                borderColor: '#191919',                background: 'rgba(0,0,0,0)',                color: '#191919',                transition: '.3s ease',                WebkitAppearance: 'none',                appearance: 'none',                };            var hoverCss = {                background: '#191919',                color: 'rgba(0,0,0,0)',                borderColor: 'rgba(0,0,0,0)',            };        <\/script><div style='margin-bottom: 1rem;' class='ays-poll-main ' id='ays-poll-container-14' data-load-method=''>        <form style='margin-bottom: 0;' >                        <div                dir='ltr'        data-loading='load_gif'        data-load-gif='plg_default'        data-load-gif-font-size='64'                data-hide-bg-image='false'        data-gradient-check=''        data-gradient-dir='to bottom'        data-gradient-c1='#103251'        data-gradient-c2='#607593'        data-hide-bg-image-def-color='rgba(0,0,0,0)'        data-show-social=''        class='box-apm ays-minimal-theme choosing-poll ays-poll-id-69dc750123b62 '        id='ays-poll-id-69dc750123b62'        data-res='0'        data-res-sort='none'        data-restart ='false'        data-redirection = '0'        data-redirect-check = '0'        data-url-href = ''        data-href = ''        data-delay = '0'        data-id='14'        data-res-rgba = ''        data-percent-color = '#999a9c'        data-enable-top-animation = ''        data-top-animation-scroll = '100'        data-info-form=''        data-enable-social-links=''        ><div class='ays_poll_cb_and_a'><\/div><div class='ays-poll-id-69dc750123b62 ays_question'><p style=\"text-align: left\"><strong>When AI\u2019s suggestion doesn\u2019t match your judgment, what happens next most often?<\/strong><\/p><\/div><div class='ays-poll-id-69dc750123b62 hideResults ays-poll-hide-result-box'> <\/div><div class='apm-answers apm-answers-without-submit ays_poll_list_view_container'>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc750123b62  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-0-ays-poll-id-69dc750123b62' value='61' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-0-ays-poll-id-69dc750123b62' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>I verify key data points before deciding<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc750123b62  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-1-ays-poll-id-69dc750123b62' value='62' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-1-ays-poll-id-69dc750123b62' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>I use AI as a second check, but proceed with my plan<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc750123b62  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-2-ays-poll-id-69dc750123b62' value='63' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-2-ays-poll-id-69dc750123b62' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>I ask a colleague or specialist to confirm<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc750123b62  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-3-ays-poll-id-69dc750123b62' value='64' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-3-ays-poll-id-69dc750123b62' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>I override it unless it\u2019s clearly supported<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div><div class='apm-cashed-fa'><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><\/div><input type=\"hidden\" id=\"ays_finish_poll_show_res_14\" name=\"ays_finish_poll_show_res_14\" value=\"8cfd8fecda\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/insights\/wp-json\/wp\/v2\/posts\/14044\" \/><div class='apm-button-box'><input type='button' \t                    name='ays_finish_poll'\t                    class='btn ays-poll-btn choosing-btn ays_finish_poll'\t                    data-form='ays-poll-id-69dc750123b62'\t                    value=\"Vote\"\t                    ><\/div><script>\t\t\t\tif(typeof aysPollOptions === 'undefined'){\t\t\t\t\tvar aysPollOptions = [];\t\t\t\t}\t\t\t\taysPollOptions['ays-poll-id-69dc750123b62']  = 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class=\"elementor-element elementor-element-7684f42 e-flex e-con-boxed e-con e-parent\" data-id=\"7684f42\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8460c61 elementor-widget elementor-widget-text-editor\" data-id=\"8460c61\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em><strong>Note:<\/strong> This article is based on clinician-reported research conducted across the USA, UK, Canada, France, Germany, and Italy.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e705686 e-flex e-con-boxed e-con e-parent\" data-id=\"e705686\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f1b6a14 elementor-widget elementor-widget-heading\" data-id=\"f1b6a14\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How much do clinicians trust AI in healthcare?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fe2b19f e-flex e-con-boxed e-con e-parent\" data-id=\"fe2b19f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af56624 elementor-widget elementor-widget-text-editor\" data-id=\"af56624\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Clinician confidence in AI accuracy remains measured rather than assured.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c9235d e-flex e-con-boxed e-con e-parent\" data-id=\"0c9235d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-32916f6 elementor-widget elementor-widget-image\" data-id=\"32916f6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image1_AI.jpg\" class=\"attachment-large size-large wp-image-14048\" alt=\"Confidence in AI accuracy for clinical decision support\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image1_AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image1_AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image1_AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9ce4aa6 e-flex e-con-boxed e-con e-parent\" data-id=\"9ce4aa6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd65077 elementor-widget elementor-widget-text-editor\" data-id=\"cd65077\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Moderate confidence dominates in real-world practice. This matters because it reflects conditional dependence. Clinicians are willing to review AI outputs but hesitate to rely on them when decisions carry material clinical risk.<\/p>\n<p>Confidence levels vary across countries, but the data does not support a simple \u201chigher trust vs lower trust\u201d narrative by region. Some smaller European samples show higher reported confidence.<\/p>\n<p><strong>This is not rejection. It is conditional reliance.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aff8393 e-flex e-con-boxed e-con e-parent\" data-id=\"aff8393\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5251b88 banner_6 elementor-widget elementor-widget-image\" data-id=\"5251b88\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#bottom-form\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"165\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_01_AI-1024x165.jpg\" class=\"attachment-large size-large wp-image-14109\" alt=\"Does this reflect how you use AI today?\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_01_AI-1024x165.jpg 1024w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_01_AI-300x48.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_01_AI-768x124.jpg 768w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_01_AI.jpg 1240w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c15112 e-flex e-con-boxed e-con e-parent\" data-id=\"0c15112\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ac129c elementor-widget elementor-widget-heading\" data-id=\"8ac129c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Why clinical validation defines trust in AI?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-378ef8c e-flex e-con-boxed e-con e-parent\" data-id=\"378ef8c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-790c5fc elementor-widget elementor-widget-text-editor\" data-id=\"790c5fc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Validation transparency emerges as one of the strongest trust drivers in the dataset.<\/p><p><strong>93.2% of clinicians<\/strong> say it is <strong>important or extremely important<\/strong> to understand how an AI system was clinically validated and on which patient populations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-83c26da e-flex e-con-boxed e-con e-parent\" data-id=\"83c26da\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-df709db elementor-widget elementor-widget-image\" data-id=\"df709db\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image_2-AI.jpg\" class=\"attachment-large size-large wp-image-14049\" alt=\"Importance of knowing clinical validation\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image_2-AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image_2-AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image_2-AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-06391c0 e-flex e-con-boxed e-con e-parent\" data-id=\"06391c0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15eb633 elementor-widget elementor-widget-text-editor\" data-id=\"15eb633\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>For clinicians, validation is not abstract. When clinicians talk about \u201cvalidation,\u201d they are usually trying to answer a small set of practical questions before trusting an output in practice:<\/p>\n<ul>\n<li>Whether the model was externally validated<\/li>\n<li>Which populations and care settings were represented<\/li>\n<li>How subgroups performed<\/li>\n<li>Whether performance drift is monitored over time<\/li>\n<\/ul>\n<p>Without clarity on population and setting, clinicians cannot judge transferability. Trust weakens when validation details are unclear, even if headline accuracy appears strong.<\/p>\n<p><strong>Transparency enables judgment; opacity forces caution.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0a11274 e-flex e-con-boxed e-con e-parent\" data-id=\"0a11274\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-50b3c94 e-con-full e-flex e-con e-child\" data-id=\"50b3c94\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-837e3a4 elementor-widget__width-auto elementor-widget elementor-widget-image\" data-id=\"837e3a4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"250\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/Doctor_1.jpg\" class=\"attachment-full size-full wp-image-14075\" alt=\"Maya Reynolds\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ccd516c e-con-full e-flex e-con e-child\" data-id=\"ccd516c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4169a9e elementor-widget elementor-widget-text-editor\" data-id=\"4169a9e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>\u201cI use AI every day, but I don\u2019t hand decisions over to it. If I can\u2019t see how it was trained or why it\u2019s making a recommendation, it stays a reference point, not a decision-maker.\u201d<\/em><\/p><p><strong>Dr. Maya Reynolds, Senior Consultant, <span style=\"font-size: 16px;\">USA<\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-66747c1 e-flex e-con-boxed e-con e-parent\" data-id=\"66747c1\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec65e4f elementor-widget elementor-widget-heading\" data-id=\"ec65e4f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Who is accountable when AI fails in clinical practice?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7043b19 e-flex e-con-boxed e-con e-parent\" data-id=\"7043b19\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b336727 elementor-widget elementor-widget-text-editor\" data-id=\"b336727\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Accountability reveals one of the most important tensions in AI adoption.<\/p>\n<p>When asked who should be primarily responsible if an AI recommendation is incorrect, clinicians reported a fragmented view:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf0c486 e-flex e-con-boxed e-con e-parent\" data-id=\"bf0c486\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d8c26a elementor-widget elementor-widget-image\" data-id=\"7d8c26a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image3_AI.jpg\" class=\"attachment-large size-large wp-image-14050\" alt=\"Primary Responsibility If AI is incorrect\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image3_AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image3_AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image3_AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3c3467 e-flex e-con-boxed e-con e-parent\" data-id=\"e3c3467\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ac9667 elementor-widget elementor-widget-text-editor\" data-id=\"6ac9667\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Responsibility is not being cleanly transferred. Clinicians still feel close to the risk, but accountability is distributed across humans, systems, and vendors.<\/p>\n<p>This fragmentation directly affects trust. In clinical practice, authority and accountability are tightly linked. When responsibility is unclear, deference declines.<\/p>\n<p><strong>As long as accountability is fragmented and close to the clinician, deference will remain limited.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-56b140e e-flex e-con-boxed e-con e-parent\" data-id=\"56b140e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-82d22c0 elementor-widget elementor-widget-heading\" data-id=\"82d22c0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Does AI actually reduce clinical workload?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9aff923 e-flex e-con-boxed e-con e-parent\" data-id=\"9aff923\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57a6244 elementor-widget elementor-widget-text-editor\" data-id=\"57a6244\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Clinicians report mixed experiences<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-80cbce4 e-flex e-con-boxed e-con e-parent\" data-id=\"80cbce4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2307448 elementor-widget elementor-widget-image\" data-id=\"2307448\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image4_AI.jpg\" class=\"attachment-large size-large wp-image-14051\" alt=\"AI Impact on workload\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image4_AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image4_AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image4_AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68fb7b5 e-flex e-con-boxed e-con e-parent\" data-id=\"68fb7b5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c57968 elementor-widget elementor-widget-text-editor\" data-id=\"2c57968\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Efficiency gains are implementation-dependent, not automatic.<\/strong><\/p>\n<p>The \u201cdepends\u201d category highlights that workload relief is driven less by the technology itself and more by how it is integrated into clinical workflows. 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#ays-poll-id-69dc750127b49.box-apm span.ays_poll_passed_count i{            color: rgba(0,0,0,0);        }        #ays-poll-id-69dc750127b49.box-apm .apm-title-box{            background-color: rgba(255,255,255,0);        }        .ays-poll-id-69dc750127b49 .answer-percent {            background-color: #191919;            color: rgba(0,0,0,0) !important;        }        .ays-poll-id-69dc750127b49 .ays-poll-btn{            color: #ffffff !important;            background-color: #223a66 !important;            overflow: hidden;        }        #ays-poll-id-69dc750127b49 .ays-poll-view-more-button{\t\t    border-radius: 0;\t\t}        .ays-poll-id-69dc750127b49.box-apm * {            color: #1d1f45;        }        .ays-poll-id-69dc750127b49.box-apm .apm-title-box div {            color: #1d1f45;            text-transform: inherit;            font-family: inherit;\t\t\t        }        #ays-poll-id-69dc750127b49.box-apm i {            color: #999a9c;            font-size: 24px;            font-style: normal;                    }\t\t#ays-poll-id-69dc750127b49 .ays-poll-btn{       \t\twidth: auto;\t\t\tfont-size: 17px;\t\t\tpadding: 10px 20px;\t\t\tborder-radius: 3px;\t\t\tcolor: #ffffff !important;\t\t\tbackground: #223a66 !important;\t\t}\t\t#ays-poll-id-69dc750127b49 .apm-add-answer input.ays-poll-new-answer-apply-text{            width: 100%;\t\t\tmargin-bottom: 0;\t\t\tmargin-right: 5px;\t\t\tborder-color: #191919; \t\t\tpadding: 7px;\t\t\tfont-size: 14px;\t\t\tcolor: black;\t\t\theight: 40px; \t\t\toutline: none;\t\t\tdisplay: inline-block;        }        #ays-poll-id-69dc750127b49.box-apm i.ays_poll_far{                        font-family: 'Font Awesome 5 Free';        }        #ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays-poll-each-answer-list{            \t\t\twidth: initial;\t\t\ttext-align: initial;\t\t\tdisplay: initial;\t\t\tpadding: 10px;        }        #ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays-poll-each-answer-grid{            \t\t\twidth: 100%;\t\t\ttext-align: left;\t\t\tdisplay: inline-block;\t\t\tword-break: break-word;        }\t\t        #ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays_label_poll{            \t\t\twidth: 100%;\t\t\ttext-align: center;\t\t\tdisplay: flex;\t\t\t;\t\t\talign-items: center;\t\t\tpadding: 10px;        }        #ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays-poll-each-image{            \t\t\theight: 150px;\t\t\tborder-radius: 0px;\t\t\tobject-fit: cover;        }        #ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays-poll-each-image-list{\t\t\twidth: 220px;        }        #ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays-poll-each-image-grid{\t\t\twidth: 100%;        }        #ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays-poll-answer-container-label-grid{\t\t\talign-items: center;        }        #ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays-poll-answer-container-label-list{\t\t\tflex-direction: row;        }        #ays-poll-id-69dc750127b49.box-apm .ays_poll_grid_view_container{\t\t\tdisplay: flex;\t\t\tflex-wrap: wrap;\t\t\tjustify-content: space-between;\t\t\talign-items: flex-start;        }        #ays-poll-id-69dc750127b49.box-apm .ays-poll-answer-container-gird{\t\t\twidth: calc(50% - 5px);\t\t\tmargin-bottom: 1px;        }\t\t        #ays-poll-id-69dc750127b49.box-apm .ays_poll_label_without_padding{\t\t\tpadding: 10px;\t\t\talign-items: center;\t\t\tflex-direction: column;        }        #ays-poll-id-69dc750127b49.box-apm .apm-title-box div{\t\t\tfont-size: 20px;\t\t\tword-break: break-word;\t\t\tword-wrap: break-word;\t\t\ttext-align: left;        }        #ays-poll-id-69dc750127b49.box-apm .ays-poll-answer-container-list{\t\t\t\t\t\tmargin-bottom: 1px;\t\t\tdisplay: flex;\t\t\twidth: 100%;        }        #ays-poll-id-69dc750127b49.box-apm .ays-poll-maker-text-answer-main input,\t\t#ays-poll-id-69dc750127b49.box-apm .ays-poll-maker-text-answer-main textarea{\t\t\tmin-width: 150px;\t\t\tmax-width: 100%;\t\t\twidth: 100%;        }        #ays-poll-id-69dc750127b49.box-apm .ays-poll-password-box .ays-poll-password-button-box .ays-poll-password-button{\t\t\tbackground-color: #191919;\t\t\tcolor: rgba(0,0,0,0);\t\t\tborder-color: #191919;\t\t\toutline: none;\t\t\tbox-shadow: unset;\t\t\tborder: 0;\t\t\ttransition: .5s;        }        #ays-poll-id-69dc750127b49.box-apm .ays-poll-password-box .ays-poll-password-button-box .ays-poll-password-button:hover{\t\t\tbackground-color: #191919b5;        }        #ays-poll-id-69dc750127b49.box-apm .ays-poll-password-box .ays-poll-password-input-box .ays-poll-password-input{\t\t\tborder-color: #191919;        }\t\t#ays-poll-id-69dc750127b49.box-apm .apm-answers .apm-choosing label.ays_label_poll{            \t\t\tbox-shadow:unset;\t\t\tborder-radius: 0px;        }\t\t#ays-poll-id-69dc750127b49.box-apm.text-poll .apm-answers .ays-poll-text-types-inputs{            \t\t\tfont-size: 16px;        }\t\t\t\t\t        .ays-poll-id-69dc750127b49.choosing-poll input[type=radio]:checked + label,\t\t.ays-poll-id-69dc750127b49:not(.ays-minimal-theme).choosing-poll input[type='checkbox']:checked + label,        .ays-poll-id-69dc750127b49.choosing-poll label.ays_enable_hover:hover {        \tbackground-color: #7a7a7a !important;            color: rgba(0,0,0,0);        }\t\t.ays-poll-id-69dc750127b49:not(.ays-minimal-theme).choosing-poll input[type='checkbox']{\t\t\tdisplay: none;\t\t}        .ays-poll-id-69dc750127b49.choosing-poll input[type=radio]:checked + label *,        .ays-poll-id-69dc750127b49.choosing-poll input[type=checkbox]:checked + label *,        .ays-poll-id-69dc750127b49.choosing-poll label.ays_enable_hover:hover * {            color: rgba(0,0,0,0);        }.ays-poll-id-69dc750127b49 .apm-info-form input {            border-color: #191919;        }        div[class~=ays-poll-id-69dc750127b49] label.ays_label_font_size {            font-size: 16px;        }        button.ays-poll-next-btn:focus {            background: unset;            outline: none;        }        button.ays-poll-next-btn:disabled {            cursor: not-allowed;            background: dimgrey !important;            color: white !important;        }        button.ays-poll-next-btn:enabled {            cursor: pointer;        }        .ays-poll-id-69dc750127b49 .apm-info-form input {            color: #1d1f45 !important;            background-color: rgba(0,0,0,0) !important;        }         .ays-poll-main #ays-poll-id-69dc750127b49 .ays-poll-img {            object-fit: cover;\t\t\theight: 100%;         }        .ays-poll-id-69dc750127b49 div.apm-loading-gif .apm-loader svg path,        .ays-poll-id-69dc750127b49 div.apm-loading-gif .apm-loader svg rect {            fill: #191919;        }0.ays-poll-id-69dc750127b49 div.apm-loading-gif .apm-loader{\t\t\t\tdisplay: flex;\t\t\t\tjustify-content: center;\t\t\t\talign-items: center;\t\t\t\tpadding-top: 10px;\t\t\t}\t\t\t.ays-poll-id-69dc750127b49 div.apm-loading-gif{\t\t\t\twidth: 100%;    \t\t\theight: 100%;\t\t\t}\t\t\t.ays-poll-id-69dc750127b49.box-apm .ays_question p{\t\t\tfont-size: 15px;\t\t}\t\t\t\t@media only screen and (max-width: 768px){\t\t\t#ays-poll-id-69dc750127b49.box-apm {\t\t\t\twidth: 100%;\t\t\t}\t\t\t#ays-poll-id-69dc750127b49.box-apm .ays-poll-btn{\t\t\t\twidth: auto;\t\t\t}\t\t\t.ays-poll-id-69dc750127b49.box-apm .ays_question p{\t\t\t\tfont-size: 13px;\t\t\t}\t\t\t\t\t\t.ays-poll-id-69dc750127b49 .apm-answers .apm-rating i.ays_poll_fa-star {\t\t\t\tfont-size: 4vw !important;\t\t\t}\t\t\t#ays-poll-id-69dc750127b49.box-apm .ays-poll-answer-container-gird{\t\t\t\twidth: 100%;\t\t\t}\t\t\t#ays-poll-id-69dc750127b49.box-apm .apm-title-box div{\t\t\t\tfont-size: 20px;\t\t\t\ttext-align: left;\t\t\t\tword-break: break-word;\t\t\t\tword-wrap: break-word;\t\t\t}\t\t\t.ays-poll-id-69dc750127b49.box-apm label.ays_label_font_size {\t\t\t\tfont-size: 16px;\t\t\t}\t\t\t#ays-poll-id-69dc750127b49.box-apm.text-poll .apm-answers .ays-poll-text-types-inputs{            \t\t\t\tfont-size: 16px;\t\t\t}\t\t\t#ays-poll-id-69dc750127b49.box-apm .apm-answers > .apm-choosing > .ays_label_poll > div.ays-poll-answer-image > img.ays-poll-each-image{\t\t\t\theight: 150px;\t\t\t}\t\t\t#ays-poll-id-69dc750127b49.box-apm .apm-answers .apm-choosing > label.ays-poll-answer-container-label-list > p.ays-poll-answers > span.ays-poll-each-answer-list {\t\t\t\tpadding: unset;\t\t\t\tword-wrap: break-word;\t\t\t}\t\t\t#ays-poll-id-69dc750127b49 .ays-poll-btn{\t\t\t\tfont-size: 17px;\t\t\t\tline-height: 1;\t\t\t\twhite-space: normal;\t\t\t\tword-break: break-word;\t\t\t}\t\t}\t\t@media screen and (max-width: 768px){\t\t\t#ays-poll-id-69dc750127b49{\t\t\t\tmax-width: 100%;\t\t\t}\t\t}\t\t#ays-poll-container-17{        \twidth: 600px;\t\t}\t\t@media screen and (max-width: 768px){\t\t\t#ays-poll-container-17{\t\t\t\twidth: 100%;\t\t\t\tmax-width: 96%;\t\t\t}\t\t\t#ays-poll-id-69dc750127b49.box-apm .apm-choosing .ays-poll-each-image-list{\t\t\t\twidth: 100%;        \t}\t\t}\t\t\t           <\/style>        <script>            var dataCss = {\t\t\t\twidth: '600px',                maxWidth: '98%',                fontSize: '16px',                padding: '10px',                margin: '0 auto',                marginTop: '-1rem',                borderStyle: 'ridge',                borderWidth: '2px',                borderColor: '#191919',                background: 'rgba(0,0,0,0)',                color: '#191919',                transition: '.3s ease',                WebkitAppearance: 'none',                appearance: 'none',                };            var hoverCss = {                background: '#191919',                color: 'rgba(0,0,0,0)',                borderColor: 'rgba(0,0,0,0)',            };        <\/script><div style='margin-bottom: 1rem;' class='ays-poll-main ' id='ays-poll-container-17' data-load-method=''>        <form style='margin-bottom: 0;' >                        <div                dir='ltr'        data-loading='load_gif'        data-load-gif='plg_default'        data-load-gif-font-size='64'                data-hide-bg-image='false'        data-gradient-check=''        data-gradient-dir='to bottom'        data-gradient-c1='#103251'        data-gradient-c2='#607593'        data-hide-bg-image-def-color='rgba(0,0,0,0)'        data-show-social=''        class='box-apm ays-minimal-theme text-poll ays-poll-id-69dc750127b49 '        id='ays-poll-id-69dc750127b49'        data-res='0'        data-res-sort='none'        data-restart ='false'        data-redirection = '0'        data-redirect-check = '0'        data-url-href = ''        data-href = ''        data-delay = '0'        data-id='17'        data-res-rgba = ''        data-percent-color = '#999a9c'        data-enable-top-animation = ''        data-top-animation-scroll = '100'        data-info-form=''        data-enable-social-links=''        ><div class='ays_poll_cb_and_a'><\/div><div class='ays-poll-id-69dc750127b49 ays_question'><p style=\"text-align: left\"><strong>Does AI save time in your workflow, or does it shift effort into verification?<\/strong><\/p><\/div><div class='ays-poll-id-69dc750127b49 hideResults ays-poll-hide-result-box'> <\/div><div class='apm-answers  '><div class='ays-poll-maker-text-answer-main answer-ays-poll-id-69dc750127b49'>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<textarea \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tid='ays-poll-text-type-paragraph-ays-poll-id-69dc750127b49'\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass='ays-poll-text-types-inputs ays-poll-text-types-inputs-only-textarea '\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tplaceholder='Your answer'\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tname='answer'\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-max-length=''\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-limit-type='characters'\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t><\/textarea>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<label for='ays-poll-text-type-paragraph-ays-poll-id-69dc750127b49'><\/label>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div><div class='apm-cashed-fa'><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>  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ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>  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answer","poll_text_type_width":"","poll_text_type_width_type":"percent","poll_enable_password":"off","poll_password":"","poll_enable_password_visibility":"off","poll_password_message":"Please enter password","display_fields_labels":"off","autofill_user_data":"off","poll_create_author":10,"poll_logo_url_new_tab":"off","enable_social_links":"off","poll_social_links_heading":"","social_links":{"linkedin_link":"","facebook_link":"","twitter_link":"","vkontakte_link":"","youtube_link":""},"show_chart_type":"google_bar_chart","show_chart_type_google_height":400,"poll_enable_animation_top":"on"}';\t\t\t<\/script><\/div><\/form><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-910ce17 e-flex e-con-boxed e-con e-parent\" data-id=\"910ce17\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a95917c elementor-widget elementor-widget-heading\" data-id=\"a95917c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Is AI reducing noise or worsening alert fatigue?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c948be2 e-flex e-con-boxed e-con e-parent\" data-id=\"c948be2\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d20ffd4 elementor-widget elementor-widget-text-editor\" data-id=\"d20ffd4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Alert fatigue remains a visible concern.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd05e50 e-flex e-con-boxed e-con e-parent\" data-id=\"dd05e50\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b209113 elementor-widget elementor-widget-image\" data-id=\"b209113\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image5_AI.jpg\" class=\"attachment-large size-large wp-image-14052\" alt=\"Does AI reduce clinical noise\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image5_AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image5_AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image5_AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ab8ff4b e-flex e-con-boxed e-con e-parent\" data-id=\"ab8ff4b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72fad73 elementor-widget elementor-widget-text-editor\" data-id=\"72fad73\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Roughly one in four clinicians report added noise, and nearly one in four are unsure, signaling uneven exposure or inconsistent deployment across settings. Uneven exposure, limited deployment, or tools running in the background without clinician visibility.<\/p>\n<p>Among clinicians who report increased noise, higher mental effort is also more commonly reported, reinforcing the link between alert design and cognitive burden.<\/p>\n<p><strong>Trust improves when AI reduces noise, not adds volume.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1daa8d8 e-flex e-con-boxed e-con e-parent\" data-id=\"1daa8d8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c8c4341 banner_7 elementor-widget elementor-widget-image\" data-id=\"c8c4341\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#bottom-form\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"165\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_02_AI-1024x165.jpg\" class=\"attachment-large size-large wp-image-14110\" alt=\"How closely does this match your reality\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_02_AI-1024x165.jpg 1024w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_02_AI-300x48.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_02_AI-768x124.jpg 768w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/CTA-banner_1240x200_02_AI.jpg 1240w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c89373 e-flex e-con-boxed e-con e-parent\" data-id=\"0c89373\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-944fad4 elementor-widget elementor-widget-heading\" data-id=\"944fad4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Why explainability remains critical for AI in healthcare?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb57c5b e-flex e-con-boxed e-con e-parent\" data-id=\"eb57c5b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0c0810 elementor-widget elementor-widget-text-editor\" data-id=\"a0c0810\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Explainability strongly shapes adoption.<\/p><p><strong>87.2% of clinicians<\/strong> say understanding why an AI made a recommendation is <strong>critical or important.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14db8b2 e-flex e-con-boxed e-con e-parent\" data-id=\"14db8b2\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b0df50c elementor-widget elementor-widget-image\" data-id=\"b0df50c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image6_AI.jpg\" class=\"attachment-large size-large wp-image-14053\" alt=\"why AI made a recommendation\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image6_AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image6_AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image6_AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-711b7b6 e-flex e-con-boxed e-con e-parent\" data-id=\"711b7b6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f9fdd6 elementor-widget elementor-widget-text-editor\" data-id=\"1f9fdd6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This reflects the need for defensibility. 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center;\t\t}        .ays-poll-id-69dc750129a5e div.ays-image-logo-show{\t\t\tposition: absolute;\t\t\tbottom: -5px;    \t\tleft: 1px;\t\t\tmargin: 2px 0 0 0;\t\t\tpadding: 2px;\t\t\twidth: 100%;\t\t\theight: 65px;\t\t\ttext-align: left;\t\t\t\t}        .ays-poll-id-69dc750129a5e .ays-poll-image-logo{\t\t\twidth: 55px;\t\t\theight: 55px;\t\t}\t\t.ays-poll-id-69dc750129a5e.ays-minimal-theme .apm-choosing input[type=radio]:checked + label, .ays-poll-id-69dc750129a5e.ays-minimal-theme .apm-choosing label.ays_enable_hover:hover{        \tbackground-color: #7a7a7a !important;\t\t    color: #191919 !important;\t\t    border-color: #191919 !important;\t\t    font-weight: initial !important;\t\t    margin:3px 0 !important;\t\t}\t\t.ays-poll-id-69dc750129a5e.ays-minimal-theme .apm-choosing input[type=radio]:checked + label *,\t\t.ays-poll-id-69dc750129a5e.ays-minimal-theme .apm-choosing input[type=checkbox]:checked + label *,\t\t.ays-poll-id-69dc750129a5e.ays-minimal-theme .apm-choosing 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!important;\t\t}\t\t.ays-poll-id-69dc750129a5e.ays-minimal-theme input[type='button'].ays-poll-btn:hover, .ays-poll-id-69dc750129a5e.ays-minimal-theme input[type='button'].ays-poll-btn:focus{\t\t\ttext-decoration: none;\t\t}\t\t.ays-poll-id-69dc750129a5e.ays-minimal-theme input[type='button'].ays-poll-btn{\t\t    color: initial !important;\t\t    background: initial !important;\t\t    border: 1px solid #1d1f45;\t\t    border-radius: 3px;\t\t}\t\t.ays-poll-id-69dc750129a5e.ays-minimal-theme .ays_poll_passed_count{\t\t    color: #1d1f45 !important;\t\t    background: initial !important;\t\t    border: 1px solid #1d1f45;\t\t    border-radius: 3px;\t\t}\t\t.ays-poll-id-69dc750129a5e.ays-minimal-theme .ays_poll_passed_count i.ays_poll_fa:before{\t\t    color: #1d1f45 !important;\t\t    \t\t}        .ays-poll-id-69dc750129a5e.ays-minimal-theme .answer-percent{        \tcolor: initial !important;\t\t}        .ays-poll-id-69dc750129a5e.box-apm span.ays_poll_passed_count{            background-color: #1d1f45;            color: rgba(0,0,0,0);        }        #ays-poll-id-69dc750129a5e.box-apm span.ays_poll_passed_count i{            color: rgba(0,0,0,0);        }        #ays-poll-id-69dc750129a5e.box-apm .apm-title-box{            background-color: rgba(255,255,255,0);        }        .ays-poll-id-69dc750129a5e .answer-percent {            background-color: #191919;            color: rgba(0,0,0,0) !important;        }        .ays-poll-id-69dc750129a5e .ays-poll-btn{            color: #424242 !important;            background-color: rgba(0,0,0,0) !important;            overflow: hidden;        }        #ays-poll-id-69dc750129a5e .ays-poll-view-more-button{\t\t    border-radius: 0;\t\t}        .ays-poll-id-69dc750129a5e.box-apm * {            color: #1d1f45;        }        .ays-poll-id-69dc750129a5e.box-apm .apm-title-box div {            color: #1d1f45;            text-transform: inherit;            font-family: inherit;\t\t\t        }        #ays-poll-id-69dc750129a5e.box-apm i {            color: #999a9c;            font-size: 24px;            font-style: normal;                    }\t\t#ays-poll-id-69dc750129a5e .ays-poll-btn{       \t\twidth: auto;\t\t\tfont-size: 17px;\t\t\tpadding: 10px 20px;\t\t\tborder-radius: 3px;\t\t\tcolor: #424242 !important;\t\t\tbackground: rgba(0,0,0,0) !important;\t\t}\t\t#ays-poll-id-69dc750129a5e .apm-add-answer input.ays-poll-new-answer-apply-text{            width: 100%;\t\t\tmargin-bottom: 0;\t\t\tmargin-right: 5px;\t\t\tborder-color: #191919; \t\t\tpadding: 7px;\t\t\tfont-size: 14px;\t\t\tcolor: black;\t\t\theight: 40px; \t\t\toutline: none;\t\t\tdisplay: inline-block;        }        #ays-poll-id-69dc750129a5e.box-apm i.ays_poll_far{                        font-family: 'Font Awesome 5 Free';        }        #ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays-poll-each-answer-list{            \t\t\twidth: initial;\t\t\ttext-align: initial;\t\t\tdisplay: initial;\t\t\tpadding: 10px;        }        #ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays-poll-each-answer-grid{            \t\t\twidth: 100%;\t\t\ttext-align: left;\t\t\tdisplay: inline-block;\t\t\tword-break: break-word;        }\t\t        #ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays_label_poll{            \t\t\twidth: 100%;\t\t\ttext-align: center;\t\t\tdisplay: flex;\t\t\t;\t\t\talign-items: center;\t\t\tpadding: 10px;        }        #ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays-poll-each-image{            \t\t\theight: 150px;\t\t\tborder-radius: 0px;\t\t\tobject-fit: cover;        }        #ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays-poll-each-image-list{\t\t\twidth: 220px;        }        #ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays-poll-each-image-grid{\t\t\twidth: 100%;        }        #ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays-poll-answer-container-label-grid{\t\t\talign-items: center;        }        #ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays-poll-answer-container-label-list{\t\t\tflex-direction: row;        }        #ays-poll-id-69dc750129a5e.box-apm .ays_poll_grid_view_container{\t\t\tdisplay: flex;\t\t\tflex-wrap: wrap;\t\t\tjustify-content: space-between;\t\t\talign-items: flex-start;        }        #ays-poll-id-69dc750129a5e.box-apm .ays-poll-answer-container-gird{\t\t\twidth: calc(50% - 5px);\t\t\tmargin-bottom: 1px;        }\t\t        #ays-poll-id-69dc750129a5e.box-apm .ays_poll_label_without_padding{\t\t\tpadding: 10px;\t\t\talign-items: center;\t\t\tflex-direction: column;        }        #ays-poll-id-69dc750129a5e.box-apm .apm-title-box div{\t\t\tfont-size: 20px;\t\t\tword-break: break-word;\t\t\tword-wrap: break-word;\t\t\ttext-align: left;        }        #ays-poll-id-69dc750129a5e.box-apm .ays-poll-answer-container-list{\t\t\t\t\t\tmargin-bottom: 1px;\t\t\tdisplay: flex;\t\t\twidth: 100%;        }        #ays-poll-id-69dc750129a5e.box-apm .ays-poll-maker-text-answer-main input,\t\t#ays-poll-id-69dc750129a5e.box-apm .ays-poll-maker-text-answer-main textarea{\t\t\tmin-width: 150px;\t\t\tmax-width: 100%;\t\t\twidth: %;        }        #ays-poll-id-69dc750129a5e.box-apm .ays-poll-password-box .ays-poll-password-button-box .ays-poll-password-button{\t\t\tbackground-color: #191919;\t\t\tcolor: rgba(0,0,0,0);\t\t\tborder-color: #191919;\t\t\toutline: none;\t\t\tbox-shadow: unset;\t\t\tborder: 0;\t\t\ttransition: .5s;        }        #ays-poll-id-69dc750129a5e.box-apm .ays-poll-password-box .ays-poll-password-button-box .ays-poll-password-button:hover{\t\t\tbackground-color: #191919b5;        }        #ays-poll-id-69dc750129a5e.box-apm .ays-poll-password-box .ays-poll-password-input-box .ays-poll-password-input{\t\t\tborder-color: #191919;        }\t\t#ays-poll-id-69dc750129a5e.box-apm .apm-answers .apm-choosing label.ays_label_poll{            \t\t\tbox-shadow:unset;\t\t\tborder-radius: 0px;        }\t\t#ays-poll-id-69dc750129a5e.box-apm.text-poll .apm-answers .ays-poll-text-types-inputs{            \t\t\tfont-size: 16px;        }\t\t\t\t\t        .ays-poll-id-69dc750129a5e.choosing-poll input[type=radio]:checked + label,\t\t.ays-poll-id-69dc750129a5e:not(.ays-minimal-theme).choosing-poll input[type='checkbox']:checked + label,        .ays-poll-id-69dc750129a5e.choosing-poll label.ays_enable_hover:hover {        \tbackground-color: #7a7a7a !important;            color: rgba(0,0,0,0);        }\t\t.ays-poll-id-69dc750129a5e:not(.ays-minimal-theme).choosing-poll input[type='checkbox']{\t\t\tdisplay: none;\t\t}        .ays-poll-id-69dc750129a5e.choosing-poll input[type=radio]:checked + label *,        .ays-poll-id-69dc750129a5e.choosing-poll input[type=checkbox]:checked + label *,        .ays-poll-id-69dc750129a5e.choosing-poll label.ays_enable_hover:hover * {            color: rgba(0,0,0,0);        }.ays-poll-id-69dc750129a5e .apm-info-form input {            border-color: #191919;        }        div[class~=ays-poll-id-69dc750129a5e] label.ays_label_font_size {            font-size: 16px;        }        button.ays-poll-next-btn:focus {            background: unset;            outline: none;        }        button.ays-poll-next-btn:disabled {            cursor: not-allowed;            background: dimgrey !important;            color: white !important;        }        button.ays-poll-next-btn:enabled {            cursor: pointer;        }        .ays-poll-id-69dc750129a5e .apm-info-form input {            color: #1d1f45 !important;            background-color: rgba(0,0,0,0) !important;        }         .ays-poll-main #ays-poll-id-69dc750129a5e .ays-poll-img {            object-fit: cover;\t\t\theight: 100%;         }        .ays-poll-id-69dc750129a5e div.apm-loading-gif .apm-loader svg path,        .ays-poll-id-69dc750129a5e div.apm-loading-gif .apm-loader svg rect {            fill: #191919;        }0.ays-poll-id-69dc750129a5e div.apm-loading-gif .apm-loader{\t\t\t\tdisplay: flex;\t\t\t\tjustify-content: center;\t\t\t\talign-items: center;\t\t\t\tpadding-top: 10px;\t\t\t}\t\t\t.ays-poll-id-69dc750129a5e div.apm-loading-gif{\t\t\t\twidth: 100%;    \t\t\theight: 100%;\t\t\t}\t\t\t.ays-poll-id-69dc750129a5e.box-apm .ays_question p{\t\t\tfont-size: 15px;\t\t}\t\t\t\t@media only screen and (max-width: 768px){\t\t\t#ays-poll-id-69dc750129a5e.box-apm {\t\t\t\twidth: 100%;\t\t\t}\t\t\t#ays-poll-id-69dc750129a5e.box-apm .ays-poll-btn{\t\t\t\twidth: auto;\t\t\t}\t\t\t.ays-poll-id-69dc750129a5e.box-apm .ays_question p{\t\t\t\tfont-size: 15px;\t\t\t}\t\t\t\t\t\t.ays-poll-id-69dc750129a5e .apm-answers .apm-rating i.ays_poll_fa-star {\t\t\t\tfont-size: 4vw !important;\t\t\t}\t\t\t#ays-poll-id-69dc750129a5e.box-apm .ays-poll-answer-container-gird{\t\t\t\twidth: 100%;\t\t\t}\t\t\t#ays-poll-id-69dc750129a5e.box-apm .apm-title-box div{\t\t\t\tfont-size: 20px;\t\t\t\ttext-align: left;\t\t\t\tword-break: break-word;\t\t\t\tword-wrap: break-word;\t\t\t}\t\t\t.ays-poll-id-69dc750129a5e.box-apm label.ays_label_font_size {\t\t\t\tfont-size: 16px;\t\t\t}\t\t\t#ays-poll-id-69dc750129a5e.box-apm.text-poll .apm-answers .ays-poll-text-types-inputs{            \t\t\t\tfont-size: 16px;\t\t\t}\t\t\t#ays-poll-id-69dc750129a5e.box-apm .apm-answers > .apm-choosing > .ays_label_poll > div.ays-poll-answer-image > img.ays-poll-each-image{\t\t\t\theight: 150px;\t\t\t}\t\t\t#ays-poll-id-69dc750129a5e.box-apm .apm-answers .apm-choosing > label.ays-poll-answer-container-label-list > p.ays-poll-answers > span.ays-poll-each-answer-list {\t\t\t\tpadding: unset;\t\t\t\tword-wrap: break-word;\t\t\t}\t\t\t#ays-poll-id-69dc750129a5e .ays-poll-btn{\t\t\t\tfont-size: 17px;\t\t\t\tline-height: 1;\t\t\t\twhite-space: normal;\t\t\t\tword-break: break-word;\t\t\t}\t\t}\t\t@media screen and (max-width: 768px){\t\t\t#ays-poll-id-69dc750129a5e{\t\t\t\tmax-width: 100%;\t\t\t}\t\t}\t\t#ays-poll-container-18{        \twidth: 749px;\t\t}\t\t@media screen and (max-width: 768px){\t\t\t#ays-poll-container-18{\t\t\t\twidth: 100%;\t\t\t\tmax-width: 96%;\t\t\t}\t\t\t#ays-poll-id-69dc750129a5e.box-apm .apm-choosing .ays-poll-each-image-list{\t\t\t\twidth: 100%;        \t}\t\t}\t\t\t           <\/style>        <script>            var dataCss = {\t\t\t\twidth: '749px',                maxWidth: '98%',                fontSize: '16px',                padding: '10px',                margin: '0 auto',                marginTop: '-1rem',                borderStyle: 'ridge',                borderWidth: '2px',                borderColor: '#191919',                background: 'rgba(0,0,0,0)',                color: '#191919',                transition: '.3s ease',                WebkitAppearance: 'none',                appearance: 'none',                };            var hoverCss = {                background: '#191919',                color: 'rgba(0,0,0,0)',                borderColor: 'rgba(0,0,0,0)',            };        <\/script><div style='margin-bottom: 1rem;' class='ays-poll-main ' id='ays-poll-container-18' data-load-method=''>        <form style='margin-bottom: 0;' >                        <div                dir='ltr'        data-loading='load_gif'        data-load-gif='plg_default'        data-load-gif-font-size='64'                data-hide-bg-image='false'        data-gradient-check=''        data-gradient-dir='to bottom'        data-gradient-c1='#103251'        data-gradient-c2='#607593'        data-hide-bg-image-def-color='rgba(0,0,0,0)'        data-show-social=''        class='box-apm ays-minimal-theme choosing-poll ays-poll-id-69dc750129a5e '        id='ays-poll-id-69dc750129a5e'        data-res='0'        data-res-sort='none'        data-restart ='false'        data-redirection = '0'        data-redirect-check = '0'        data-url-href = ''        data-href = ''        data-delay = '0'        data-id='18'        data-res-rgba = ''        data-percent-color = '#999a9c'        data-enable-top-animation = ''        data-top-animation-scroll = '100'        data-info-form=''        data-enable-social-links=''        ><div class='ays_poll_cb_and_a'><\/div><div class='ays-poll-id-69dc750129a5e ays_question'><p style=\"text-align: left\"><strong>What explanation format builds trust fastest for you:<\/strong><\/p><\/div><div class='ays-poll-id-69dc750129a5e hideResults ays-poll-hide-result-box'> <\/div><div class='apm-answers apm-answers-without-submit ays_poll_list_view_container'>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc750129a5e  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-0-ays-poll-id-69dc750129a5e' value='72' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-0-ays-poll-id-69dc750129a5e' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>Rationale<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc750129a5e  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-1-ays-poll-id-69dc750129a5e' value='73' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-1-ays-poll-id-69dc750129a5e' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>comparable cases<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc750129a5e  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-2-ays-poll-id-69dc750129a5e' value='74' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-2-ays-poll-id-69dc750129a5e' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>guideline mapping<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div><div class='apm-cashed-fa'><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><\/div><input type=\"hidden\" id=\"ays_finish_poll_show_res_18\" name=\"ays_finish_poll_show_res_18\" value=\"8cfd8fecda\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/insights\/wp-json\/wp\/v2\/posts\/14044\" \/><div class='apm-button-box'><input type='button' \t                    name='ays_finish_poll'\t                    class='btn ays-poll-btn choosing-btn ays_finish_poll'\t                    data-form='ays-poll-id-69dc750129a5e'\t                    value=\"Vote\"\t                    ><\/div><script>\t\t\t\tif(typeof aysPollOptions === 'undefined'){\t\t\t\t\tvar aysPollOptions = [];\t\t\t\t}\t\t\t\taysPollOptions['ays-poll-id-69dc750129a5e']  = 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class=\"elementor-element elementor-element-4ff6402 e-flex e-con-boxed e-con e-parent\" data-id=\"4ff6402\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf378aa elementor-widget elementor-widget-heading\" data-id=\"cf378aa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Can clinicians rely on AI in complex clinical cases?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-80e94f5 e-flex e-con-boxed e-con e-parent\" data-id=\"80e94f5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd9a966 elementor-widget elementor-widget-text-editor\" data-id=\"dd9a966\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Confidence drops sharply as case complexity increases. As ambiguity rises, the need for defensibility and responsibility rises with it.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ebce9fa e-flex e-con-boxed e-con e-parent\" data-id=\"ebce9fa\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-337033d elementor-widget elementor-widget-image\" data-id=\"337033d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image7_AI.jpg\" class=\"attachment-large size-large wp-image-14054\" alt=\"Reliability of AI in Complex\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image7_AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image7_AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image7_AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-285da6c e-flex e-con-boxed e-con e-parent\" data-id=\"285da6c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46b5da8 elementor-widget elementor-widget-text-editor\" data-id=\"46b5da8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This is where the trust gap is most visible. AI is strongest where ambiguity is limited and stakes feel lower. As uncertainty rises, clinicians retain final authority.<\/p>\n<p>Despite frequent positioning of AI as a tool for complexity, clinicians across regions continue to reserve judgment in these cases.<\/p>\n<p><strong>AI informs complexity; clinicians own it.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-16fc2c7 e-flex e-con-boxed e-con e-parent\" data-id=\"16fc2c7\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-86efb28 e-con-full e-flex e-con e-child\" data-id=\"86efb28\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bd441d2 elementor-widget__width-auto elementor-widget elementor-widget-image\" data-id=\"bd441d2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"250\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/Doctor_02.jpg\" class=\"attachment-full size-full wp-image-14076\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68959ca e-con-full e-flex e-con e-child\" data-id=\"68959ca\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4c122c8 elementor-widget elementor-widget-text-editor\" data-id=\"4c122c8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>\u201cAI can save time on straightforward cases, but in complex ones it often means more checking, not less. I still have to think the case through as if the AI wasn\u2019t there.\u201d<\/em><\/p><p><strong>Dr. Claire Bennett, Attending Physician, <span style=\"font-size: 16px;\">UK<\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a2af0b9 e-flex e-con-boxed e-con e-parent\" data-id=\"a2af0b9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a7a893 elementor-widget elementor-widget-heading\" data-id=\"9a7a893\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Does AI reduce cognitive burden for clinicians?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b961b0 e-flex e-con-boxed e-con e-parent\" data-id=\"2b961b0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-613a133 elementor-widget elementor-widget-text-editor\" data-id=\"613a133\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Not consistently.<\/p><p><strong>28.6% of clinicians<\/strong> report no reduction or an increase in mental effort:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0074d04 e-flex e-con-boxed e-con e-parent\" data-id=\"0074d04\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7c5660 elementor-widget elementor-widget-image\" data-id=\"c7c5660\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image8_AI.jpg\" class=\"attachment-large size-large wp-image-14084\" alt=\"Effect f AI on Cognitive load\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image8_AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image8_AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image8_AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e6f9ab e-flex e-con-boxed e-con e-parent\" data-id=\"9e6f9ab\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f96db73 elementor-widget elementor-widget-text-editor\" data-id=\"f96db73\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Cognitive burden appears in the form of extra checking, parallel reasoning, and second-guessing outputs. When AI adds cognitive steps instead of simplifying decision-making, adoption stalls.<\/p>\n<p><strong>Automation does not equal cognitive relief by default.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-54a173e e-flex e-con-boxed e-con e-parent\" data-id=\"54a173e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16d20df elementor-widget elementor-widget-heading\" data-id=\"16d20df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Where clinicians see real value in AI today?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6b6f88c e-flex e-con-boxed e-con e-parent\" data-id=\"6b6f88c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7416e59 elementor-widget elementor-widget-text-editor\" data-id=\"7416e59\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Perceived value remains primarily indirect.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d82a00a e-flex e-con-boxed e-con e-parent\" data-id=\"d82a00a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16b94cf elementor-widget elementor-widget-image\" data-id=\"16b94cf\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image9_AI.jpg\" class=\"attachment-large size-large wp-image-14055\" alt=\"\" srcset=\"https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image9_AI.jpg 800w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image9_AI-300x150.jpg 300w, https:\/\/mdforlives.com\/insights\/wp-content\/uploads\/2026\/02\/image9_AI-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b05b43 e-flex e-con-boxed e-con e-parent\" data-id=\"9b05b43\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d317a81 elementor-widget elementor-widget-text-editor\" data-id=\"d317a81\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Clinicians largely view AI as an infrastructure enhancer rather than a direct driver of outcomes. Benefits are mediated through workflow, adherence, and implementation quality. This does not mean outcomes do not improve, but that outcomes are not where clinicians most clearly feel the impact yet.<\/p>\n<p><strong>Value is workflow-first, not outcome-first.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d130719 e-flex e-con-boxed e-con e-parent\" data-id=\"d130719\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9df59c3 elementor-widget elementor-widget-heading\" data-id=\"9df59c3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What clinician insights reveal about the future of AI in healthcare?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ba017c0 e-flex e-con-boxed e-con e-parent\" data-id=\"ba017c0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a9aa63 elementor-widget elementor-widget-text-editor\" data-id=\"2a9aa63\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Across sections, a consistent picture emerges:<\/p>\n<ul>\n<li>Use is increasing<\/li>\n<li>Trust remains conditional<\/li>\n<li>Accountability stays human<\/li>\n<li>Workflow fit determines adoption<\/li>\n<li>Cognitive burden limits scale<\/li>\n<\/ul>\n<p>AI is embedded in practice, but trust has not advanced at the same pace. 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100%;\t\t\ttext-align: left;\t\t\tdisplay: inline-block;\t\t\tword-break: break-word;        }\t\t        #ays-poll-id-69dc75012bc24.box-apm .apm-choosing .ays_label_poll{            \t\t\twidth: 100%;\t\t\ttext-align: center;\t\t\tdisplay: flex;\t\t\t;\t\t\talign-items: center;\t\t\tpadding: 10px;        }        #ays-poll-id-69dc75012bc24.box-apm .apm-choosing .ays-poll-each-image{            \t\t\theight: 150px;\t\t\tborder-radius: 0px;\t\t\tobject-fit: cover;        }        #ays-poll-id-69dc75012bc24.box-apm .apm-choosing .ays-poll-each-image-list{\t\t\twidth: 220px;        }        #ays-poll-id-69dc75012bc24.box-apm .apm-choosing .ays-poll-each-image-grid{\t\t\twidth: 100%;        }        #ays-poll-id-69dc75012bc24.box-apm .apm-choosing .ays-poll-answer-container-label-grid{\t\t\talign-items: center;        }        #ays-poll-id-69dc75012bc24.box-apm .apm-choosing .ays-poll-answer-container-label-list{\t\t\tflex-direction: row;        }        #ays-poll-id-69dc75012bc24.box-apm .ays_poll_grid_view_container{\t\t\tdisplay: flex;\t\t\tflex-wrap: wrap;\t\t\tjustify-content: space-between;\t\t\talign-items: flex-start;        }        #ays-poll-id-69dc75012bc24.box-apm .ays-poll-answer-container-gird{\t\t\twidth: calc(50% - 5px);\t\t\tmargin-bottom: 1px;        }\t\t        #ays-poll-id-69dc75012bc24.box-apm .ays_poll_label_without_padding{\t\t\tpadding: 10px;\t\t\talign-items: center;\t\t\tflex-direction: column;        }        #ays-poll-id-69dc75012bc24.box-apm .apm-title-box div{\t\t\tfont-size: 20px;\t\t\tword-break: break-word;\t\t\tword-wrap: break-word;\t\t\ttext-align: left;        }        #ays-poll-id-69dc75012bc24.box-apm .ays-poll-answer-container-list{\t\t\t\t\t\tmargin-bottom: 1px;\t\t\tdisplay: flex;\t\t\twidth: 100%;        }        #ays-poll-id-69dc75012bc24.box-apm .ays-poll-maker-text-answer-main input,\t\t#ays-poll-id-69dc75012bc24.box-apm .ays-poll-maker-text-answer-main textarea{\t\t\tmin-width: 150px;\t\t\tmax-width: 100%;\t\t\twidth: %;        }        #ays-poll-id-69dc75012bc24.box-apm .ays-poll-password-box .ays-poll-password-button-box .ays-poll-password-button{\t\t\tbackground-color: #191919;\t\t\tcolor: rgba(0,0,0,0);\t\t\tborder-color: #191919;\t\t\toutline: none;\t\t\tbox-shadow: unset;\t\t\tborder: 0;\t\t\ttransition: .5s;        }        #ays-poll-id-69dc75012bc24.box-apm .ays-poll-password-box .ays-poll-password-button-box .ays-poll-password-button:hover{\t\t\tbackground-color: #191919b5;        }        #ays-poll-id-69dc75012bc24.box-apm .ays-poll-password-box .ays-poll-password-input-box .ays-poll-password-input{\t\t\tborder-color: #191919;        }\t\t#ays-poll-id-69dc75012bc24.box-apm .apm-answers .apm-choosing label.ays_label_poll{            \t\t\tbox-shadow:unset;\t\t\tborder-radius: 0px;        }\t\t#ays-poll-id-69dc75012bc24.box-apm.text-poll .apm-answers .ays-poll-text-types-inputs{            \t\t\tfont-size: 16px;        }\t\t\t\t\t        .ays-poll-id-69dc75012bc24.choosing-poll input[type=radio]:checked + label,\t\t.ays-poll-id-69dc75012bc24:not(.ays-minimal-theme).choosing-poll input[type='checkbox']:checked + label,        .ays-poll-id-69dc75012bc24.choosing-poll label.ays_enable_hover:hover {        \tbackground-color: #7a7a7a !important;            color: rgba(0,0,0,0);        }\t\t.ays-poll-id-69dc75012bc24:not(.ays-minimal-theme).choosing-poll input[type='checkbox']{\t\t\tdisplay: none;\t\t}        .ays-poll-id-69dc75012bc24.choosing-poll input[type=radio]:checked + label *,        .ays-poll-id-69dc75012bc24.choosing-poll input[type=checkbox]:checked + label *,        .ays-poll-id-69dc75012bc24.choosing-poll label.ays_enable_hover:hover * {            color: rgba(0,0,0,0);        }.ays-poll-id-69dc75012bc24 .apm-info-form input {            border-color: #191919;        }        div[class~=ays-poll-id-69dc75012bc24] label.ays_label_font_size {            font-size: 16px;        }        button.ays-poll-next-btn:focus {            background: unset;            outline: none;        }        button.ays-poll-next-btn:disabled {            cursor: not-allowed;            background: dimgrey !important;            color: white !important;        }        button.ays-poll-next-btn:enabled {            cursor: pointer;        }        .ays-poll-id-69dc75012bc24 .apm-info-form input {            color: #1d1f45 !important;            background-color: rgba(0,0,0,0) !important;        }         .ays-poll-main #ays-poll-id-69dc75012bc24 .ays-poll-img {            object-fit: cover;\t\t\theight: 100%;         }        .ays-poll-id-69dc75012bc24 div.apm-loading-gif .apm-loader svg path,        .ays-poll-id-69dc75012bc24 div.apm-loading-gif .apm-loader svg rect {            fill: #191919;        }0.ays-poll-id-69dc75012bc24 div.apm-loading-gif .apm-loader{\t\t\t\tdisplay: flex;\t\t\t\tjustify-content: center;\t\t\t\talign-items: center;\t\t\t\tpadding-top: 10px;\t\t\t}\t\t\t.ays-poll-id-69dc75012bc24 div.apm-loading-gif{\t\t\t\twidth: 100%;    \t\t\theight: 100%;\t\t\t}\t\t\t.ays-poll-id-69dc75012bc24.box-apm .ays_question p{\t\t\tfont-size: 15px;\t\t}\t\t\t\t@media only screen and (max-width: 768px){\t\t\t#ays-poll-id-69dc75012bc24.box-apm {\t\t\t\twidth: 100%;\t\t\t}\t\t\t#ays-poll-id-69dc75012bc24.box-apm .ays-poll-btn{\t\t\t\twidth: auto;\t\t\t}\t\t\t.ays-poll-id-69dc75012bc24.box-apm .ays_question p{\t\t\t\tfont-size: 15px;\t\t\t}\t\t\t\t\t\t.ays-poll-id-69dc75012bc24 .apm-answers .apm-rating i.ays_poll_fa-star {\t\t\t\tfont-size: 4vw !important;\t\t\t}\t\t\t#ays-poll-id-69dc75012bc24.box-apm .ays-poll-answer-container-gird{\t\t\t\twidth: 100%;\t\t\t}\t\t\t#ays-poll-id-69dc75012bc24.box-apm .apm-title-box div{\t\t\t\tfont-size: 20px;\t\t\t\ttext-align: left;\t\t\t\tword-break: break-word;\t\t\t\tword-wrap: break-word;\t\t\t}\t\t\t.ays-poll-id-69dc75012bc24.box-apm label.ays_label_font_size {\t\t\t\tfont-size: 16px;\t\t\t}\t\t\t#ays-poll-id-69dc75012bc24.box-apm.text-poll .apm-answers .ays-poll-text-types-inputs{            \t\t\t\tfont-size: 16px;\t\t\t}\t\t\t#ays-poll-id-69dc75012bc24.box-apm .apm-answers > .apm-choosing > .ays_label_poll > div.ays-poll-answer-image > img.ays-poll-each-image{\t\t\t\theight: 150px;\t\t\t}\t\t\t#ays-poll-id-69dc75012bc24.box-apm .apm-answers .apm-choosing > label.ays-poll-answer-container-label-list > p.ays-poll-answers > span.ays-poll-each-answer-list {\t\t\t\tpadding: unset;\t\t\t\tword-wrap: break-word;\t\t\t}\t\t\t#ays-poll-id-69dc75012bc24 .ays-poll-btn{\t\t\t\tfont-size: 17px;\t\t\t\tline-height: 1;\t\t\t\twhite-space: normal;\t\t\t\tword-break: break-word;\t\t\t}\t\t}\t\t@media screen and (max-width: 768px){\t\t\t#ays-poll-id-69dc75012bc24{\t\t\t\tmax-width: 100%;\t\t\t}\t\t}\t\t#ays-poll-container-19{        \twidth: 749px;\t\t}\t\t@media screen and (max-width: 768px){\t\t\t#ays-poll-container-19{\t\t\t\twidth: 100%;\t\t\t\tmax-width: 96%;\t\t\t}\t\t\t#ays-poll-id-69dc75012bc24.box-apm .apm-choosing .ays-poll-each-image-list{\t\t\t\twidth: 100%;        \t}\t\t}\t\t\t           <\/style>        <script>            var dataCss = {\t\t\t\twidth: '749px',                maxWidth: '98%',                fontSize: '16px',                padding: '10px',                margin: '0 auto',                marginTop: '-1rem',                borderStyle: 'ridge',                borderWidth: '2px',                borderColor: '#191919',                background: 'rgba(0,0,0,0)',                color: '#191919',                transition: '.3s ease',                WebkitAppearance: 'none',                appearance: 'none',                };            var hoverCss = {                background: '#191919',                color: 'rgba(0,0,0,0)',                borderColor: 'rgba(0,0,0,0)',            };        <\/script><div style='margin-bottom: 1rem;' class='ays-poll-main ' id='ays-poll-container-19' data-load-method=''>        <form style='margin-bottom: 0;' >                        <div                dir='ltr'        data-loading='load_gif'        data-load-gif='plg_default'        data-load-gif-font-size='64'                data-hide-bg-image='false'        data-gradient-check=''        data-gradient-dir='to bottom'        data-gradient-c1='#103251'        data-gradient-c2='#607593'        data-hide-bg-image-def-color='rgba(0,0,0,0)'        data-show-social=''        class='box-apm ays-minimal-theme choosing-poll ays-poll-id-69dc75012bc24 '        id='ays-poll-id-69dc75012bc24'        data-res='0'        data-res-sort='none'        data-restart ='false'        data-redirection = '0'        data-redirect-check = '0'        data-url-href = ''        data-href = ''        data-delay = '0'        data-id='19'        data-res-rgba = ''        data-percent-color = '#999a9c'        data-enable-top-animation = ''        data-top-animation-scroll = '100'        data-info-form=''        data-enable-social-links=''        ><div class='ays_poll_cb_and_a'><\/div><div class='ays-poll-id-69dc75012bc24 ays_question'><p style=\"text-align: left\"><strong>What single change would raise your trust the most?<\/strong><\/p><\/div><div class='ays-poll-id-69dc75012bc24 hideResults ays-poll-hide-result-box'> <\/div><div class='apm-answers apm-answers-without-submit ays_poll_list_view_container'>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc75012bc24  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-0-ays-poll-id-69dc75012bc24' value='75' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-0-ays-poll-id-69dc75012bc24' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>Stronger validation transparency<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc75012bc24  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-1-ays-poll-id-69dc75012bc24' value='76' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-1-ays-poll-id-69dc75012bc24' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>Clearer accountability<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc75012bc24  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-2-ays-poll-id-69dc75012bc24' value='77' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-2-ays-poll-id-69dc75012bc24' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>Better workflow integration<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc75012bc24  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-3-ays-poll-id-69dc75012bc24' value='78' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-3-ays-poll-id-69dc75012bc24' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>Better explainability<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t\t\t\t\t<div class='apm-choosing answer-ays-poll-id-69dc75012bc24  ays-poll-field ays-poll-answer-container-list' >\t\t\t\t\t\t\t\t\t\t\t<input type=radio name='answer' id='radio-4-ays-poll-id-69dc75012bc24' value='79' autocomplete=\"off\">\t\t\t\t\t\t\t\t\t\t\t<label \t\t\t\t\t\t\t\t\t\t\t\tfor='radio-4-ays-poll-id-69dc75012bc24' \t\t\t\t\t\t\t\t\t\t\t\tclass='ays_label_poll   ays_enable_hover ays_label_font_size   ays-poll-answer-container-label-list' \t\t\t\t\t\t\t\t\t\t\t\tdata-answers-url=''\t\t\t\t\t\t\t\t\t\t\t> <p style='' class='ays-poll-answers'><span class='ays-poll-each-answer-grid'>Fewer alerts and interruptions<\/span><\/p><\/label>\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div><div class='apm-cashed-fa'><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><div>                                <i class='ays_poll_fas ays_poll_fa-star' style='font-size: 0'><\/i>                            <\/div><\/div><input type=\"hidden\" id=\"ays_finish_poll_show_res_19\" name=\"ays_finish_poll_show_res_19\" value=\"8cfd8fecda\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/insights\/wp-json\/wp\/v2\/posts\/14044\" \/><div class='apm-button-box'><input type='button' \t                    name='ays_finish_poll'\t                    class='btn ays-poll-btn choosing-btn ays_finish_poll'\t                    data-form='ays-poll-id-69dc75012bc24'\t                    value=\"Vote\"\t                    ><\/div><script>\t\t\t\tif(typeof aysPollOptions === 'undefined'){\t\t\t\t\tvar aysPollOptions = [];\t\t\t\t}\t\t\t\taysPollOptions['ays-poll-id-69dc75012bc24']  = 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class=\"elementor-element elementor-element-e4872ef e-flex e-con-boxed e-con e-parent\" data-id=\"e4872ef\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2279e54 elementor-widget elementor-widget-heading\" data-id=\"2279e54\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Closing Perspective<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb0fb88 e-flex e-con-boxed e-con e-parent\" data-id=\"fb0fb88\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c86e55 elementor-widget elementor-widget-text-editor\" data-id=\"9c86e55\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI is present in healthcare.<\/p><p>Clinical trust is still catching up.<\/p><p>If AI is everywhere but rarely trusted at the edge cases, what kind of tool is it becoming in practice?<\/p><p>Until validation is transparent, accountability is clearer, and cognitive load is reliably reduced, AI will continue to inform decisions without leading them.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-875d63c e-flex e-con-boxed e-con e-parent\" data-id=\"875d63c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8134f66 banner_5 elementor-widget elementor-widget-image\" data-id=\"8134f66\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div 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