{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003122287,0.0004798286,0.001284631,0.0004973903,0.0001907566,0.0005880099,0.0004164105,0.0006892728,0.001850816],"category_scores_gemma":[0.003731603,0.0001387063,0.001414253,0.0003531213,0.0005357813,0.0004902486,0.0003924561,0.0009020757,0.0001607105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004093735,"about_ca_system_score_gemma":0.0007254446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003671173,"about_ca_topic_score_gemma":0.0006229865,"domain_scores_codex":[0.9986525,0.0006901125,0.00008240803,0.0002315771,0.0001491258,0.0001942539],"domain_scores_gemma":[0.9978176,0.001006195,0.0005404804,0.0001537268,0.00006266063,0.0004192513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6233634,0.00785192,0.1374316,0.002327198,0.006957199,0.0003781136,0.0002643084,0.00595728,0.002496819,0.00150716,0.004198912,0.207266],"study_design_scores_gemma":[0.1840159,0.2354369,0.5487571,0.001437726,0.0105049,0.0008634876,0.0002576603,0.005929498,0.002568083,0.005135026,0.004957273,0.0001364307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845969,0.01007893,0.0006664755,0.0004502607,0.0001485515,0.0002251487,0.000834139,0.00002994403,0.002969699],"genre_scores_gemma":[0.9966137,0.001383862,0.0002315066,0.0002847023,0.0001844155,0.0001738703,0.0008744809,0.000002976834,0.0002505297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003122287,"threshold_uncertainty_score":0.01651239,"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."}}