{"id":"W2738060369","doi":"10.1161/circoutcomes.4.suppl_1.ap266","title":"Abstract P266: Off-Pump Procedure Reduced the Risk Adjusted Mortality and Morbidity of Coronary Bypass Surgery by Half in Comparison With Conventional Procedure, With and Without Propensity Score Matching: Through The Analysis of 11945 Procedures From 120 Hospitals in Japan, Using The Japanese National Database (JACVSD)","year":2011,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"iNano Medical (Canada)","funders":"","keywords":"Medicine; Propensity score matching; Odds ratio; Surgery; Dialysis; Internal medicine","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":[0.001329875,0.0002905764,0.000574841,0.0004040029,0.0001451303,0.0006685398,0.0002701869,0.0003488759,0.003504131],"category_scores_gemma":[0.003362173,0.0001379444,0.001707939,0.0006194757,0.0002468468,0.0005298427,0.0004363465,0.0004794281,0.0002975775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825413,"about_ca_system_score_gemma":0.0002765378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008089857,"about_ca_topic_score_gemma":0.0006369053,"domain_scores_codex":[0.9992176,0.0002944286,0.00008029657,0.0002174211,0.0001234429,0.00006680089],"domain_scores_gemma":[0.9982662,0.0005336852,0.0006866051,0.0001896109,0.0001139859,0.0002098784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02111927,0.0005621397,0.9267773,0.0002535736,0.002565089,0.000200727,0.00008442588,0.0005595715,0.002091144,0.000123039,0.001736116,0.04392757],"study_design_scores_gemma":[0.0003945787,0.0009906229,0.9955205,0.00001119308,0.0009448247,0.0002123576,0.00004171954,0.001073187,0.0003393601,0.00009083821,0.0003724611,0.00000832183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983968,0.0003685108,0.0003636861,0.00008332311,0.00002505495,0.00001456864,0.0005020553,0.000008177195,0.0002378055],"genre_scores_gemma":[0.9988739,0.0001148486,0.0002161829,0.00004008782,0.00003218755,0.000008078814,0.0005329875,0.000004056116,0.0001776709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003504131,"threshold_uncertainty_score":0.01172245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314391988051408,"score_gpt":0.3310832455374941,"score_spread":0.1996440467323532,"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."}}