{"id":"W4388586370","doi":"10.1016/j.jacc.2023.11.002","title":"Outcomes According to Coronary Revascularization Modality in the ISCHEMIA Trial","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heart and Stroke Foundation; University of Toronto","funders":"","keywords":"Medicine; Conventional PCI; Revascularization; Cardiology; Percutaneous coronary intervention; Myocardial infarction; Internal medicine; Unstable angina; Angina; Coronary artery disease; Ischemia; Surgery","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":[0.001103869,0.00007617806,0.0006044878,0.0001641945,0.0000396274,0.000002771813,0.0002577369,0.00003121914,0.000004958042],"category_scores_gemma":[0.001602541,0.00004120339,0.0005249055,0.0007527732,0.0001144184,0.00003051781,0.00009234111,0.00020044,0.000002837435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006431162,"about_ca_system_score_gemma":0.0001292232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001598519,"about_ca_topic_score_gemma":0.000004824365,"domain_scores_codex":[0.9986807,0.0003408668,0.000507515,0.00007996028,0.0002621211,0.0001288248],"domain_scores_gemma":[0.9985506,0.000606303,0.0003643078,0.0002942327,0.0001455052,0.00003908653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008282662,0.00009736791,0.9719536,0.00002573242,0.0003710108,0.0004020563,0.00009719627,0.002257504,0.001165268,0.0003763399,0.01308188,0.001889406],"study_design_scores_gemma":[0.006860837,0.001430861,0.9856954,0.00007921406,0.000206165,0.0006411119,0.002352889,0.00005370515,0.0000825728,0.0003956292,0.002148807,0.00005285205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847037,0.00004044314,0.0003678274,0.01367907,0.0004706025,0.0003617814,0.00002448205,0.000004484663,0.0003476768],"genre_scores_gemma":[0.9987735,0.00006551162,0.0001865007,0.0006118552,0.0002285454,0.000009232622,0.00000180645,0.000006991361,0.0001160309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140699,"threshold_uncertainty_score":0.1918507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084403117728415,"score_gpt":0.3359943511494961,"score_spread":0.3051503199722119,"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."}}