{"id":"W2964888079","doi":"10.1161/circinterventions.119.007830","title":"Invasive Versus Medical Management in Patients With Prior Coronary Artery Bypass Surgery With a Non-ST Segment Elevation Acute Coronary Syndrome","year":2019,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"British Heart Foundation","keywords":"Medicine; Acute coronary syndrome; Myocardial infarction; Interquartile range; Percutaneous coronary intervention; Randomized controlled trial; Internal medicine; Angina; Unstable angina; Coronary artery bypass surgery; Cardiology; Surgery; Artery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007546268,0.000339571,0.0008940413,0.000553257,0.00009067073,0.00003533217,0.0001233308,0.0001755773,0.0004457257],"category_scores_gemma":[0.00002650072,0.000303882,0.001432786,0.0005963047,0.00008644418,0.0003935379,0.00009901954,0.0002969567,0.00007839194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005273864,"about_ca_system_score_gemma":0.0002142457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002741284,"about_ca_topic_score_gemma":0.00002433265,"domain_scores_codex":[0.9965261,0.0001913973,0.0006811123,0.0006770248,0.001538942,0.0003853759],"domain_scores_gemma":[0.9983227,0.0001349927,0.0001859067,0.000894858,0.0002648769,0.0001966676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001545477,0.0007304602,0.9535073,0.0004467207,0.01009308,0.001754628,0.00004616046,0.0004080785,0.000005648263,0.00004655811,0.0002576239,0.03115824],"study_design_scores_gemma":[0.006843217,0.0005978598,0.9873145,0.001958013,0.001665442,0.0006132005,0.0001210652,0.00007745637,0.00001045682,0.000008027528,0.000433207,0.000357563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892057,0.0003338899,0.007039245,0.0001296645,0.0004524065,0.00203786,0.00003842137,0.0001512196,0.0006116027],"genre_scores_gemma":[0.9970565,0.0001045433,0.0004048691,0.000105758,0.000031526,0.000459831,0.001611974,0.00006436944,0.0001606598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03380716,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466874693228152,"score_gpt":0.2432269523805837,"score_spread":0.2285582054483022,"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."}}