{"id":"W2790997036","doi":"10.1159/000486794","title":"Antidepressant Use by Class: Association with Major Adverse Cardiac Events in Patients with Coronary Artery Disease","year":2018,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation; York University; University of Toronto; University Health Network","funders":"National Institute on Aging; European Regional Development Fund; European Commission","keywords":"Coronary artery disease; Antidepressant; Adverse effect; Association (psychology); Medicine; Internal medicine; Cardiology; Disease; Psychology; Psychiatry; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001997205,0.0002248136,0.0003784918,0.00009782161,0.0001033036,0.00001144945,0.0000427497,0.0001022154,0.00003732731],"category_scores_gemma":[0.000007556225,0.0001680917,0.00005219306,0.0002124649,0.00006041496,0.000185918,0.000003177225,0.0001791977,0.00001295737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332927,"about_ca_system_score_gemma":0.00009486798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003793534,"about_ca_topic_score_gemma":0.00004082706,"domain_scores_codex":[0.9983128,0.0001078882,0.0003447176,0.0003471994,0.0004689033,0.0004184599],"domain_scores_gemma":[0.9987981,0.00008178773,0.000183476,0.0003440315,0.00009726999,0.0004953649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007171835,0.0007676525,0.9847728,0.0001761186,0.0001061366,0.000004167168,0.0005243092,1.705473e-7,0.00001441404,0.000007054944,0.004704524,0.001750792],"study_design_scores_gemma":[0.01014642,0.001505695,0.9803494,0.0005375462,0.00007842945,0.000003632526,0.00005794342,0.0000225676,0.000009106478,0.00006651487,0.007024995,0.0001977938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964412,0.0002492133,0.0001413608,0.0007158698,0.0004139285,0.001499399,0.0001740426,0.0000397085,0.0003252424],"genre_scores_gemma":[0.9933823,0.001311175,0.0006831915,0.003802189,0.0001509927,0.00006885453,0.0001548595,0.00004851341,0.0003979065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004423469,"threshold_uncertainty_score":0.6854581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009526603088363162,"score_gpt":0.2787062157674882,"score_spread":0.269179612679125,"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."}}