{"id":"W4388751086","doi":"10.1016/j.cjco.2023.11.013","title":"The Canadian Women’s Heart Health Alliance ATLAS on the Epidemiology, Diagnosis, and Management of Cardiovascular Disease in Women — Chapter 8: Knowledge Gaps and Status of Existing Research Programs in Canada","year":2023,"lang":"en","type":"review","venue":"CJC Open","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University; Memorial University of Newfoundland; University of Calgary; Vancouver General Hospital; University of British Columbia; Toronto Rehabilitation Institute; University of Ottawa; Kingston Health Sciences Centre; Health Sciences Centre; University Health Network; Canadian Arthritis Patient Alliance; Western University; University of Toronto; Sunnybrook Health Science Centre; McMaster University; Queen's University; Impact; University of New Brunswick; University of Saskatchewan; Université Laval; University of Manitoba; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"University of Ottawa Heart Institute Foundation; University of Ottawa","keywords":"Alliance; Epidemiology; Medicine; Disease; Gerontology; Cardiovascular health; Family medicine; Political science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01013257,0.001589634,0.002316687,0.02028219,0.005353299,0.006183058,0.004757631,0.001953997,0.0200897],"category_scores_gemma":[0.01995998,0.001002868,0.002246805,0.0318458,0.001749363,0.002276818,0.003088103,0.003652339,0.005483761],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09420514,"about_ca_system_score_gemma":0.3877944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901769,"about_ca_topic_score_gemma":0.9936683,"domain_scores_codex":[0.9934058,0.0005240177,0.0007224813,0.0003852098,0.00374247,0.001219924],"domain_scores_gemma":[0.9594832,0.002651716,0.001427355,0.0005488379,0.03154083,0.00434814],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005032809,0.00002935334,0.007176363,0.004284819,0.00006585639,0.0000807781,0.0006076084,0.0002899343,0.0001314693,0.003614344,0.8285207,0.1551485],"study_design_scores_gemma":[0.00002847756,0.00002289847,0.04929188,0.01111091,0.0001054477,0.0001427674,0.001077014,0.0002592477,0.00009215245,0.001082979,0.9366902,0.00009593795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004773284,0.5369503,0.005917695,0.1336032,0.02352534,0.002161815,0.1640609,0.001939508,0.1270681],"genre_scores_gemma":[0.02788527,0.7655404,0.02666173,0.01781388,0.005596167,0.001362519,0.1059656,0.0006298402,0.04854466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9898674,"threshold_uncertainty_score":0.6835093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3086030613623157,"score_gpt":0.4525375705768639,"score_spread":0.1439345092145483,"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."}}