{"id":1141,"date":"2026-02-23T22:44:59","date_gmt":"2026-02-23T22:44:59","guid":{"rendered":"https:\/\/itaca.ai\/?p=1141"},"modified":"2026-02-23T22:55:01","modified_gmt":"2026-02-23T22:55:01","slug":"deep-research-2-0-clinical-evidence","status":"publish","type":"post","link":"https:\/\/itaca.ai\/en\/new-features\/deep-research-2-0-evidencia-clinica\/","title":{"rendered":"Deep Research 2.0, with Evidence tab for greater clinical transparency"},"content":{"rendered":"<p class=\"\">In medicine, quality is not measured by response alone.<\/p>\n\n\n\n<p class=\"\">Measured by <strong>what supports it<\/strong>.<\/p>\n\n\n\n<p class=\"\">Therefore, in addition to improving the depth and accuracy of Deep Research, we are now adding a new tab:<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Evidence<\/h2>\n\n\n\n<p class=\"\">In each consultation of <a href=\"https:\/\/app.itaca.pro\/queries\" title=\"\">Deep Research<\/a>, you can review:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">\ud83d\udcda Complete list of sources used.<\/li>\n\n\n\n<li class=\"\">\ud83d\udd17 Direct links to primary articles.<\/li>\n\n\n\n<li class=\"\">\ud83d\udcc5 Date of publication<\/li>\n\n\n\n<li class=\"\">\u2702\ufe0f Extract from the relevant excerpt supporting the assertion<\/li>\n<\/ul>\n\n\n\n<p class=\"\">Real example:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1824\" height=\"1172\" src=\"https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2026\/02\/image.png?fit=1024%2C658&amp;ssl=1\" alt=\"What are the benefits and risks of biologic therapies in the treatment of rheumatoid arthritis?\" class=\"wp-image-1144\" style=\"width:702px;height:auto\" srcset=\"https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2026\/02\/image.png?w=1824&amp;ssl=1 1824w, https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2026\/02\/image.png?resize=300%2C193&amp;ssl=1 300w, https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2026\/02\/image.png?resize=1024%2C658&amp;ssl=1 1024w, https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2026\/02\/image.png?resize=768%2C493&amp;ssl=1 768w, https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2026\/02\/image.png?resize=1536%2C987&amp;ssl=1 1536w, https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2026\/02\/image.png?resize=18%2C12&amp;ssl=1 18w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p class=\"\">This allows for quick verification:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">If the statement comes from a formal guide<\/li>\n\n\n\n<li class=\"\">If the evidence is recent<\/li>\n\n\n\n<li class=\"\">Whether consensus, trial or review<\/li>\n\n\n\n<li class=\"\">If there is a subsequent update<\/li>\n<\/ul>\n\n\n\n<p class=\"\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What does Deep Research 2.0 improve?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1\ufe0f\u20e3 More reliable<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Greater factual accuracy<\/li>\n\n\n\n<li class=\"\">Less assertions without clear support<\/li>\n\n\n\n<li class=\"\">Better alignment between text and quoted source<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2\ufe0f\u20e3 More complete<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Greater analytical depth<\/li>\n\n\n\n<li class=\"\">Improved coverage of clinical scenarios and limitations<\/li>\n\n\n\n<li class=\"\">Less superficial responses<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3\ufe0f\u20e3 Stronger citation<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Better anchoring to primary sources<\/li>\n\n\n\n<li class=\"\">Increased consistency between statements and references<\/li>\n\n\n\n<li class=\"\">Better consistency between online quotations and final list<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4\ufe0f\u20e3 Better performance in complex real-world tasks<\/strong><\/h3>\n\n\n\n<p class=\"\">Improvements are most noticeable in:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Comparison between guides<\/li>\n\n\n\n<li class=\"\">Multi-study synthesis<\/li>\n\n\n\n<li class=\"\">Dispute analysis<\/li>\n\n\n\n<li class=\"\">Evaluation of therapeutic trade-offs<\/li>\n\n\n\n<li class=\"\">Clinical questions with multiple comorbidities<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5\ufe0f\u20e3 Best quality-speed balance<\/strong><\/h3>\n\n\n\n<p class=\"\">Greater depth without unduly penalizing response time.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>6\ufe0f\u20e3 Evaluated with real benchmark (DRACO)<\/strong><\/h3>\n\n\n\n<p class=\"\">The models that form the basis of Deep Research 2.0 were evaluated with <strong>DRACO (Deep Research Assessment in Complex Online environments)<\/strong>, a benchmark designed to measure performance in real research tasks.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Academic paper: <a href=\"https:\/\/arxiv.org\/abs\/2602.11685\">https:\/\/arxiv.org\/abs\/2602.11685<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"\">This means that the improvement was measured in scenarios close to how you actually research.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">What does it mean for each profile?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udc68\u200d\u2695\ufe0f Medical student<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Faster structured understanding<\/li>\n\n\n\n<li class=\"\">Better conceptual integration<\/li>\n\n\n\n<li class=\"\">Easily inspectable fonts in the <strong>Evidence<\/strong><\/li>\n\n\n\n<li class=\"\">Greater clarity on which study supports each claim<\/li>\n<\/ul>\n\n\n\n<p class=\"\">You don't just see the bottom line.<\/p>\n\n\n\n<p class=\"\">You can trace the path back to the original article.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83e\ude7a Clinician under pressure<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Increased confidence in cited claims<\/li>\n\n\n\n<li class=\"\">Cleaner and more consistent answers<\/li>\n\n\n\n<li class=\"\">Less need to manually check each reference<\/li>\n\n\n\n<li class=\"\">Immediate transparency in the tab <strong>Evidence<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"\">When time is limited, clarity matters.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83c\udf93 Academic \/ Researcher<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Best cross-sectional synthesis<\/li>\n\n\n\n<li class=\"\">Greater consistency between evidence and narrative<\/li>\n\n\n\n<li class=\"\">Cleaner mapping between claims and references<\/li>\n\n\n\n<li class=\"\">Structured list of sources in the <strong>Evidence<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"\">Less friction in literature review.<\/p>\n\n\n\n<p class=\"\">More rigor in comparative analysis.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>What changes in daily practice?<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Less time auditing the response<\/li>\n\n\n\n<li class=\"\">Increased confidence when teaching or discussing cases<\/li>\n\n\n\n<li class=\"\">Better support for complex decisions<\/li>\n\n\n\n<li class=\"\">Visible and verifiable evidence in one place<\/li>\n<\/ul>\n\n\n\n<p class=\"\">Deep Research 2.0 does not replace your clinical judgment.<\/p>\n\n\n\n<p class=\"\">It backs it up with better evidence, better organized - and now more transparent than ever.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"\">If you are already using Itaca, try Deep Research 2.0 with a complex question and check the tab <strong>Evidence<\/strong>.<\/p>\n\n\n\n<p class=\"\">The difference is noticeable when the question really matters.<\/p>","protected":false},"excerpt":{"rendered":"<p>In medicine, quality is not measured only by the answer. It's measured by what supports it. That's why, in addition to improving the depth and accuracy of Deep Research, we're now adding a new tab: Evidence In every Deep Research query, we've...<\/p>","protected":false},"author":1,"featured_media":1142,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","slim_seo":{"title":"Deep Research 2.0, con pesta\u00f1a de Evidencia para mayor transparencia cl\u00ednica - Itaca","description":"In medicine, quality is not measured only by the answer. It's measured by what supports it. That's why, in addition to improving the depth and accuracy of Deep Research,"},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[6],"tags":[13,42,41,17],"class_list":["post-1141","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-new-features","tag-clinical-answers","tag-clinical-evidence","tag-deep-research","tag-ia"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2026\/02\/deepr2.png?fit=1536%2C1024&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/posts\/1141","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/comments?post=1141"}],"version-history":[{"count":4,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/posts\/1141\/revisions"}],"predecessor-version":[{"id":1147,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/posts\/1141\/revisions\/1147"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/media\/1142"}],"wp:attachment":[{"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/media?parent=1141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/categories?post=1141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/tags?post=1141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}