{"id":"W2896034849","doi":"10.1371/journal.pone.0205528","title":"Case conferences for infective endocarditis: A quality improvement initiative","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; London Health Sciences Centre","funders":"Microsoft","keywords":"Medicine; Infective endocarditis; Odds ratio; Endocarditis; Cardiac surgery; Confidence interval; Internal medicine; Guideline; Multidisciplinary approach; Intervention (counseling); Emergency medicine; Surgery; Pediatrics","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":[0.03161668,0.0006710539,0.0004832994,0.001583386,0.002258988,0.002466808,0.002559833,0.001231999,0.002306301],"category_scores_gemma":[0.0452659,0.0004084409,0.001056618,0.001457918,0.001907032,0.002056181,0.005606308,0.002560599,0.0002602842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004031539,"about_ca_system_score_gemma":0.0171716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004170272,"about_ca_topic_score_gemma":0.005438757,"domain_scores_codex":[0.9737853,0.0166524,0.001714835,0.001526614,0.00449727,0.001823662],"domain_scores_gemma":[0.9015308,0.01724743,0.03402938,0.003618761,0.006533622,0.03704007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00250822,0.03848486,0.4910449,0.003452436,0.0004553333,0.0004144853,0.008798998,0.001065018,0.002736571,0.001259958,0.01452251,0.4352567],"study_design_scores_gemma":[0.002326262,0.01920451,0.9539112,0.001267569,0.0002637575,0.0005339601,0.007185825,0.001547852,0.0008173665,0.000780338,0.01206817,0.00009331368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542354,0.007407859,0.003779891,0.02177992,0.0005374947,0.004420752,0.0005460616,0.0002760355,0.007016509],"genre_scores_gemma":[0.9725809,0.003109278,0.01766416,0.002718117,0.0004738472,0.002191976,0.0007017897,0.00001786181,0.0005421636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03161668,"threshold_uncertainty_score":0.1672069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621658935389627,"score_gpt":0.3469158196646323,"score_spread":0.1847499261256696,"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."}}