{"id":"W6958530633","doi":"10.6084/m9.figshare.26991562","title":"Additional file 8 of Screening for hypertension in adults: protocol for evidence reviews to inform a Canadian Task Force on Preventive Health Care guideline update","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Ottawa; McGill University; Public Health Agency of Canada; Kingston Health Sciences Centre; Queen's University; Dalhousie University; Western University; University of Toronto; Memorial University of Newfoundland; Children's Hospital of Eastern Ontario; Jewish General Hospital","funders":"","keywords":"Task force; Guideline; Protocol (science); Preventive care; Nice; Evidence-based practice; Health care; Evidence-based medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":true,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01273927,0.001672947,0.003944438,0.006038297,0.001152089,0.003135404,0.00267245,0.002204505,0.6405883],"category_scores_gemma":[0.09627426,0.001502297,0.006301474,0.009188999,0.0006527017,0.003256307,0.002521582,0.002141536,0.05080835],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006021989,"about_ca_system_score_gemma":0.01105188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01998224,"about_ca_topic_score_gemma":0.0444587,"domain_scores_codex":[0.9913223,0.002650209,0.003474055,0.0006415934,0.00149301,0.0004187257],"domain_scores_gemma":[0.9143981,0.05382492,0.01258153,0.001835365,0.01605363,0.001306392],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001425719,0.00008792926,0.0006428575,0.2408225,0.0005111931,0.0000505444,0.000194049,0.0003811257,0.0001861141,0.001982975,0.720996,0.03271899],"study_design_scores_gemma":[0.02468219,0.0005013856,0.01452481,0.2455438,0.003450756,0.0002334289,0.0003804791,0.0008665439,0.0006182768,0.01076268,0.6981311,0.0003044778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0003302377,0.002116851,0.001287793,0.002531564,0.0003203629,0.05690666,0.9232579,0.0005382252,0.01271037],"genre_scores_gemma":[0.00742,0.009699269,0.03718503,0.008959879,0.0008690794,0.4897563,0.3996664,0.0008577919,0.04558634],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.993978,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07416125845894396,"score_gpt":0.3856364612811463,"score_spread":0.3114752028222024,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}