{"id":"W4401758579","doi":"10.1016/j.jtcvs.2024.08.017","title":"Percutaneous coronary intervention with drug-eluting stents versus coronary bypass surgery for coronary artery disease: A Bayesian perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Percutaneous coronary intervention; Medicine; Coronary artery disease; Cardiology; Internal medicine; Coronary artery bypass surgery; Drug-eluting stent; Bypass surgery; Drug; Coronary disease; Perspective (graphical); Artery; Coronary heart disease; Myocardial infarction; Computer science; Pharmacology; Artificial intelligence","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":[0.001881164,0.0003870934,0.001194591,0.0005776736,0.0001956067,0.0001315246,0.0001020874,0.0001166912,0.0000913721],"category_scores_gemma":[0.0004927941,0.0003151969,0.003864676,0.0003045096,0.0001700671,0.0004492301,0.00007303766,0.0004435641,0.000006040209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003263068,"about_ca_system_score_gemma":0.0005278424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002323571,"about_ca_topic_score_gemma":0.000007272421,"domain_scores_codex":[0.9970257,0.0002892879,0.0009167904,0.0005040428,0.0008207021,0.0004434461],"domain_scores_gemma":[0.9962139,0.00202864,0.0002550269,0.0004173728,0.0006204075,0.0004646425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03413974,0.001296529,0.1484111,0.004458187,0.02775274,0.1036158,0.0006086757,0.0004120364,0.00005219755,0.0001345739,0.01315302,0.6659654],"study_design_scores_gemma":[0.00521837,0.003850268,0.6438053,0.02975433,0.03267087,0.2375983,0.01812009,0.00417703,0.0000963345,0.0007136316,0.02186517,0.002130238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8474101,0.1374741,0.01112949,0.0007773484,0.002464636,0.0004534787,0.0001015409,0.00008039658,0.0001089075],"genre_scores_gemma":[0.9949354,0.003222885,0.000432549,0.00006476403,0.0006717489,0.00002886862,0.00007762422,0.00008958289,0.0004765953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6638352,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237759031194608,"score_gpt":0.2977408071923321,"score_spread":0.275363216880386,"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."}}