{"id":"W2792306739","doi":"10.1016/j.jacc.2017.12.007","title":"Suboptimal Medical Therapy After Coronary Revascularization","year":2018,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Medical therapy; Revascularization; Cardiology; Internal medicine; Myocardial revascularization; Coronary artery disease; Myocardial infarction","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":[0.0005694014,0.0002288183,0.001442408,0.0002272299,0.0000412402,0.000003586457,0.0004570956,0.0003789924,0.0004090517],"category_scores_gemma":[0.0006537305,0.0001397535,0.00154134,0.0002785895,0.001114285,0.00003381867,0.0001294951,0.001302892,0.000007589502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115808,"about_ca_system_score_gemma":0.0007333712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006254745,"about_ca_topic_score_gemma":0.000001502414,"domain_scores_codex":[0.9972896,0.0005531455,0.0008855551,0.0001786937,0.0008526576,0.0002403302],"domain_scores_gemma":[0.9969039,0.0004019093,0.001281845,0.0005519558,0.0007660022,0.00009439436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001320922,0.00005335776,0.0283444,0.00005980489,0.001378823,0.006066975,0.000009010296,0.000008665963,0.00002916413,0.000005730775,0.9613888,0.001334316],"study_design_scores_gemma":[0.001619264,0.004418618,0.1216261,0.0006141714,0.0007920316,0.02331017,0.00003898998,0.00001739144,0.00003568861,0.000109442,0.8472587,0.0001594015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3354937,0.003492626,0.001234698,0.6547986,0.003015277,0.0005661118,0.0002908638,0.00001242563,0.001095691],"genre_scores_gemma":[0.5855188,0.005046642,0.001350845,0.3866186,0.01916748,0.00002278062,0.00004535235,0.0001015137,0.002127973],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2681799,"threshold_uncertainty_score":0.5698984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364429363635158,"score_gpt":0.279548438158001,"score_spread":0.2659041445216494,"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."}}