{"id":"W2738069119","doi":"10.5935/abc.20170119","title":"Predictors of Mediastinitis Risk after Coronary Artery Bypass Surgery: Applicability of Score in 1.322 Cases","year":2017,"lang":"en","type":"article","venue":"Arquivos Brasileiros de Cardiologia","topic":"Surgical site infection prevention","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mediastinitis; Angina; Cardiac surgery; Cardiology; Incidence (geometry); Internal medicine; Coronary artery disease; Surgery; Artery; Canadian Cardiovascular Society; COPD; Risk factor; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327238,0.000221097,0.0009799001,0.0001626263,0.00006991664,0.00001134327,0.0001678299,0.000301302,0.0004108147],"category_scores_gemma":[0.003786027,0.0001943868,0.0004824252,0.0001437554,0.0006913765,0.0001500543,0.0001472251,0.0003460064,0.00001110576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123704,"about_ca_system_score_gemma":0.0001217919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003135516,"about_ca_topic_score_gemma":0.00007710532,"domain_scores_codex":[0.9977916,0.0003942972,0.000744465,0.0004219538,0.000293776,0.0003539223],"domain_scores_gemma":[0.9966241,0.001539176,0.0005490204,0.0009635928,0.0001570423,0.000167067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007924285,0.0001957688,0.9879784,0.0001365584,0.0002084797,0.0004659945,0.00006362017,0.00001504035,0.002310429,0.000004918792,0.0001232913,0.007705078],"study_design_scores_gemma":[0.001035238,0.0002727957,0.9941816,0.0002044506,0.0001918691,0.0005627444,0.00004776868,0.00001983003,0.003179103,0.00008539267,0.00006926202,0.0001499089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976965,0.0002406767,0.0001629911,0.00003019906,0.0003871666,0.0005006591,0.0002484283,0.00006119164,0.0006722546],"genre_scores_gemma":[0.9992604,0.0001374832,0.00008902013,0.00003835381,0.0001833263,0.0001906759,0.0000534192,0.00002308337,0.00002428456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007555169,"threshold_uncertainty_score":0.7926862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034709887481326,"score_gpt":0.287994819293366,"score_spread":0.2532849318120399,"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."}}