{"id":"W4214625675","doi":"10.1161/jaha.121.023514","title":"Off‐Pump Coronary Artery Bypass Grafting: Department of Veteran Affairs’ Use and Outcomes","year":2022,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Veterans Affairs; Myocardial infarction; Coronary artery disease; Artery; Conventional PCI; Coronary artery bypass surgery; Proportional hazards model; Percutaneous coronary intervention","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":[0.0004926968,0.0001084759,0.0001267036,0.0005549795,0.0002129324,0.0005233689,0.0002861046,0.0002471101,0.003837012],"category_scores_gemma":[0.001880444,0.00007178062,0.0002526363,0.001123061,0.0001703875,0.0003473791,0.0004074162,0.0004279936,0.0002472831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923166,"about_ca_system_score_gemma":0.000396925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008705392,"about_ca_topic_score_gemma":0.008516975,"domain_scores_codex":[0.9996585,0.00009264798,0.00003035226,0.0000610239,0.0000649396,0.00009247602],"domain_scores_gemma":[0.9983894,0.0002201436,0.0008631629,0.0000407901,0.000126986,0.000359661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004382251,0.00003099162,0.9967982,0.00001857485,0.00004080977,0.00002271252,0.00002481719,0.00003409536,0.00001814058,0.00004725419,0.0005087528,0.002411918],"study_design_scores_gemma":[0.000003879922,0.00003172206,0.9989682,0.00002197744,0.00002589529,0.0001161204,0.00008700632,0.0001413837,0.00001897353,0.00005855808,0.0005242671,0.000002045662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944474,0.001691266,0.00005592661,0.0005505118,0.00001937814,0.000004793157,0.001753232,0.000003665405,0.001473863],"genre_scores_gemma":[0.9981439,0.0004820592,0.00003619273,0.00006958749,0.0000364291,0.000004359209,0.001010515,0.000001606318,0.0002153422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008705392,"threshold_uncertainty_score":0.01730943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515657624250976,"score_gpt":0.2689066356269593,"score_spread":0.2537500593844495,"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."}}