{"id":"W4322720273","doi":"10.1001/jamacardio.2023.0019","title":"Association of Cardiac Biomarkers With Major Adverse Cardiovascular Events in High-risk Patients With Diabetes","year":2023,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Mace; Dapagliflozin; Internal medicine; Hazard ratio; Myocardial infarction; Cardiology; Type 2 diabetes; Copeptin; TIMI; Natriuretic peptide; Diabetes mellitus; Stroke (engine); Heart failure; Kidney disease; Confidence interval; Percutaneous coronary intervention; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001672329,0.0004747484,0.0007854174,0.0005242942,0.0002666965,0.0007416677,0.0002786081,0.0005390836,0.001434497],"category_scores_gemma":[0.003072011,0.000262793,0.0008864546,0.001031395,0.0001924171,0.0004435919,0.0003044736,0.0009197241,0.0001216334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177306,"about_ca_system_score_gemma":0.0003039872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005687951,"about_ca_topic_score_gemma":0.001127685,"domain_scores_codex":[0.9991703,0.0003221238,0.0001297924,0.0001600868,0.0001401804,0.00007753284],"domain_scores_gemma":[0.9975171,0.0006379833,0.001193977,0.0001616162,0.0002002297,0.000289054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003625165,0.0001030132,0.9894829,0.00009271046,0.0006632571,0.00003631886,0.000009913543,0.0001011592,0.0002233643,0.00002839707,0.0002632104,0.005370593],"study_design_scores_gemma":[0.000497237,0.0008010184,0.9960479,0.00003752302,0.0008398229,0.0002222247,0.00002690479,0.0007637578,0.0001958722,0.0001216544,0.0004328555,0.00001326115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899405,0.00720507,0.0004729524,0.0002402383,0.00008938334,0.00003914563,0.0008895594,0.00001137054,0.001111813],"genre_scores_gemma":[0.9982291,0.0006112054,0.0003271996,0.0001023607,0.00009358535,0.00002641267,0.000467289,0.000001761102,0.000141218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001672329,"threshold_uncertainty_score":0.008844197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003873293663941314,"score_gpt":0.1907802720890141,"score_spread":0.1869069784250728,"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."}}