{"id":"W2113366916","doi":"10.1086/502110","title":"A Risk Index for Sternal Surgical Wound Infection After Cardiovascular Surgery","year":2003,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Canadian Standards Association; University of Calgary; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Odds ratio; Receiver operating characteristic; Logistic regression; Cardiac surgery; Intensive care unit; Odds; Risk factor; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003980531,0.0002736369,0.00111794,0.0002528613,0.0001896772,0.00002155063,0.00001730002,0.0004524262,0.0003206439],"category_scores_gemma":[0.005686927,0.000232935,0.001215116,0.0001966134,0.0001630719,0.0001981959,0.00001444215,0.0004163282,0.00003106422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225636,"about_ca_system_score_gemma":0.00005488707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222261,"about_ca_topic_score_gemma":0.0000750645,"domain_scores_codex":[0.9968562,0.001206204,0.0007615524,0.0005613157,0.0001465518,0.0004682104],"domain_scores_gemma":[0.9953428,0.003621877,0.0002850864,0.0002569898,0.0002294119,0.0002638215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000711991,0.0001825883,0.954189,0.00005886882,0.0007590203,0.00002223132,0.000009065117,0.000214213,0.000004162533,0.0004904415,0.0001209759,0.04323744],"study_design_scores_gemma":[0.004488955,0.0005924134,0.8160116,0.00003214676,0.0004605724,0.0005603068,0.000001846681,0.0008328963,0.00001029427,0.002915135,0.1738729,0.0002208642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87858,0.002092545,0.1159092,0.0003456363,0.001543131,0.0009304557,0.00001398314,0.0001412815,0.0004437052],"genre_scores_gemma":[0.996811,0.001319735,0.00008220797,0.0004079383,0.0006306975,0.0005704664,0.00001894353,0.00002865681,0.0001303594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.173752,"threshold_uncertainty_score":0.9498813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785892057119904,"score_gpt":0.2855223115922623,"score_spread":0.2676633910210633,"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."}}