{"id":"W4308369684","doi":"10.1161/circulationaha.122.062714","title":"Survival After Invasive or Conservative Management of Stable Coronary Disease","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; National Center for Advancing Translational Sciences; U.S. Department of Health and Human Services","keywords":"Medicine; Conservative management; Management strategy; Ischemia; Cardiology; Internal medicine; Coronary disease; Disease; Coronary heart disease; Conservative treatment; Intensive care medicine; 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":[0.00009549992,0.00005270703,0.0001118792,0.00004212209,0.00004813967,0.000004000396,0.00002217668,0.000007818258,0.0004510634],"category_scores_gemma":[0.00006570061,0.00005147398,0.00004941614,0.0001374788,0.00002900377,0.00003715156,0.0000558195,0.00005055658,0.000007268287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008969184,"about_ca_system_score_gemma":0.00010189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002006812,"about_ca_topic_score_gemma":0.000001293035,"domain_scores_codex":[0.99941,0.00004461586,0.0001156776,0.0001162185,0.0002339005,0.00007958749],"domain_scores_gemma":[0.9995561,0.0001135202,0.00004591887,0.0001638456,0.00006454216,0.00005604978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000744249,0.0001142532,0.9957527,0.000185977,0.00008323531,0.0003553492,0.0002018429,0.0009994676,0.00007484155,0.0004239268,0.0005635392,0.0005006281],"study_design_scores_gemma":[0.0008718384,0.00002990356,0.9968327,0.0000558625,0.0002025676,0.000007544907,0.0006307299,0.0002482093,0.00004221608,0.0002016453,0.0008196988,0.000057085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962417,0.0003578248,0.0004506355,0.0003523545,0.000221196,0.0003504353,0.00008464276,0.00002365778,0.001917517],"genre_scores_gemma":[0.9988502,0.00001459132,0.0001417231,0.000291828,0.00002576256,0.00008527376,0.0001655683,0.000009493042,0.0004156076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002608416,"threshold_uncertainty_score":0.4938828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853508209829873,"score_gpt":0.2737079515463129,"score_spread":0.2451728694480141,"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."}}