{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187109,0.0004140352,0.0002612274,0.0007702106,0.0001717313,0.0003787641,0.0002051234,0.0003978574,0.001295628],"category_scores_gemma":[0.004879687,0.000234333,0.0002583146,0.0003686293,0.0001923724,0.0003209589,0.0004596681,0.0003355403,0.0002846002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724357,"about_ca_system_score_gemma":0.0001497978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006603663,"about_ca_topic_score_gemma":0.0005836083,"domain_scores_codex":[0.9996106,0.0001168945,0.00004466243,0.00006776409,0.0001028945,0.00005723935],"domain_scores_gemma":[0.9986884,0.0004596613,0.0004904818,0.00007973634,0.00009496363,0.000186713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005217873,0.0000148253,0.9989817,0.000002508459,0.00000570569,0.00006740598,0.00002070724,0.00004198961,0.00009686081,0.000004176191,0.00001727759,0.0006947001],"study_design_scores_gemma":[0.00001218616,0.0002599478,0.9977111,0.000007956845,0.00001582681,0.0007468701,0.00007911352,0.0009575426,0.00008295818,0.00002482833,0.00009771984,0.00000393137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997419,0.00005398996,0.00004639057,0.000009891809,0.00000161756,0.000004163815,0.00004454271,0.000001753947,0.0000957555],"genre_scores_gemma":[0.9997539,0.00002883723,0.00006311613,0.000002964207,0.000004545318,0.000005109699,0.0001057924,6.544569e-7,0.00003514768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295628,"threshold_uncertainty_score":0.006278157,"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."}}