{"id":"W4366753632","doi":"10.1016/j.cjco.2023.04.003","title":"Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Cardiovascular Society; St. Michael's Hospital; University of Toronto; University of Manitoba","funders":"","keywords":"Medicine; Confidence interval; Medical record; Disease; Retrospective cohort study; Coronary artery disease; Population; Internal medicine; Emergency 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02730001,0.0009693552,0.0006605472,0.004958644,0.00288734,0.002139743,0.005087728,0.001074728,0.001416188],"category_scores_gemma":[0.09283073,0.0006603518,0.001245324,0.002830762,0.001715118,0.0009767268,0.002791125,0.00093634,0.0003010078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02095586,"about_ca_system_score_gemma":0.03239334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8137119,"about_ca_topic_score_gemma":0.8559607,"domain_scores_codex":[0.9692786,0.006223942,0.00359491,0.003505842,0.01482331,0.002573427],"domain_scores_gemma":[0.9477766,0.01227168,0.007124415,0.004338012,0.02665201,0.001837441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009124072,0.000086857,0.9826273,0.0001570217,0.00008900872,0.0001349761,0.00133711,0.0004099955,0.0002569128,0.0004928942,0.003494265,0.01082241],"study_design_scores_gemma":[0.00004841218,0.0001255278,0.9902834,0.0002151666,0.00008914849,0.0003449722,0.0007602054,0.002980808,0.0005315955,0.0001612762,0.004429644,0.00002976848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959271,0.001766154,0.01081985,0.001475988,0.0002642622,0.004273801,0.008181199,0.0001809531,0.01376672],"genre_scores_gemma":[0.9713494,0.0004776333,0.01973758,0.0006317926,0.00009048686,0.00110932,0.006043133,0.00002607364,0.0005347625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1862881,"threshold_uncertainty_score":0.3747704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06552213543670832,"score_gpt":0.3711601589284769,"score_spread":0.3056380234917686,"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."}}