{"id":"W4410876339","doi":"10.1016/j.cjco.2025.04.046","title":"Recognizing the Risks to Women for Cardiovascular Disease: A Quality Initiative in the Cardiac Imaging Program at the University of Ottawa Heart Institute (UOHI)","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac imaging; Cardiovascular health; Gerontology; Disease; Medical physics; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01219355,0.0003398037,0.000365309,0.001112292,0.006656109,0.003221662,0.001641087,0.001300633,0.003958847],"category_scores_gemma":[0.01572361,0.0004604588,0.0008212998,0.001093967,0.001577883,0.001225296,0.00506153,0.004514051,0.0006016521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02250518,"about_ca_system_score_gemma":0.1250507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.591097,"about_ca_topic_score_gemma":0.8539543,"domain_scores_codex":[0.9935812,0.001405111,0.0003689398,0.0003507551,0.002497111,0.001796842],"domain_scores_gemma":[0.9553832,0.002018843,0.002513272,0.0008817957,0.009989739,0.0292131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000317843,0.002031889,0.3933488,0.0005303295,0.0001272086,0.000462011,0.006788453,0.0001941335,0.001357782,0.001172508,0.3249331,0.268736],"study_design_scores_gemma":[0.0004909847,0.00107276,0.7955152,0.001208511,0.0001849049,0.0003960531,0.01550215,0.0006079602,0.001218393,0.0007605397,0.1829021,0.0001404474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2635215,0.005335993,0.003196063,0.6484958,0.003527219,0.004444393,0.003820298,0.0007116944,0.06694709],"genre_scores_gemma":[0.7819235,0.01009776,0.03940664,0.1285968,0.001479175,0.002876785,0.003864328,0.0002636647,0.0314913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.408903,"threshold_uncertainty_score":0.8226222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044284178445415,"score_gpt":0.414190760271925,"score_spread":0.3097623424273835,"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."}}