{"id":16229,"date":"2026-10-21T13:34:00","date_gmt":"2026-10-21T13:34:00","guid":{"rendered":"https:\/\/medical-article.com\/?p=16229"},"modified":"2026-10-21T13:34:00","modified_gmt":"2026-10-21T13:34:00","slug":"your-product-works-so-why-does-it-still-fail-in-the-real-world","status":"publish","type":"post","link":"https:\/\/medical-article.com\/?p=16229","title":{"rendered":"Your Product Works \u2014 So Why Does It Still Fail in the Real World?"},"content":{"rendered":"<p><a href=\"https:\/\/medcitynews.com\/2026\/10\/your-product-works-so-why-does-it-still-fail-in-the-real-world\/\"><\/a><\/p>\n<p>A patient\u2019s automated risk score was reassuringly green. Pulling from a sparse medical record and infrequent acute visits, the model flagged him as low risk and routed him to the default, low-touch outpatient pathway \u2014 so why was the patient actively deteriorating?<\/p>\n<p>The post <a href=\"https:\/\/medcitynews.com\/2026\/10\/your-product-works-so-why-does-it-still-fail-in-the-real-world\/\">Your Product Works \u2014 So Why Does It Still Fail in the Real World?<\/a> appeared first on <a href=\"https:\/\/medcitynews.com\/\">MedCity News<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>A patient\u2019s automated risk score was reassuringly green. Pulling from a sparse medical record and infrequent acute visits, the model flagged him as low risk and routed him to the default, low-touch outpatient pathway \u2014 so why was the patient actively deteriorating? The post Your Product Works \u2014 So Why Does It Still Fail in&#8230;<\/p>\n","protected":false},"author":0,"featured_media":16230,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-16229","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-medicine"],"_links":{"self":[{"href":"https:\/\/medical-article.com\/index.php?rest_route=\/wp\/v2\/posts\/16229"}],"collection":[{"href":"https:\/\/medical-article.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/medical-article.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/medical-article.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16229"}],"version-history":[{"count":0,"href":"https:\/\/medical-article.com\/index.php?rest_route=\/wp\/v2\/posts\/16229\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/medical-article.com\/index.php?rest_route=\/wp\/v2\/media\/16230"}],"wp:attachment":[{"href":"https:\/\/medical-article.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16229"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/medical-article.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16229"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/medical-article.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16229"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}