{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000308951,0.0001876685,0.0005115999,0.0001048308,0.0001802579,0.00003591336,0.00004807911,0.00005699727,0.0002557348],"category_scores_gemma":[0.000686391,0.0001686187,0.0001570892,0.000117892,0.0001816323,0.0001190081,0.00007615425,0.0001170715,0.0000741152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162754,"about_ca_system_score_gemma":0.0001098544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002218277,"about_ca_topic_score_gemma":0.0001093782,"domain_scores_codex":[0.9985833,0.00008515514,0.0003070654,0.0003820063,0.0003103339,0.0003321043],"domain_scores_gemma":[0.9982787,0.0003369235,0.0001432022,0.0002680996,0.0008495711,0.0001235365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001595317,0.07004991,0.2994696,0.006399283,0.05180527,0.005763204,0.01485571,0.000001843264,0.05415783,0.2449375,0.03820923,0.2127552],"study_design_scores_gemma":[0.0194483,0.02385826,0.3563866,0.001217335,0.004035864,0.0002924948,0.00460381,0.0002691199,0.5716649,0.009265729,0.007775853,0.001181751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472407,0.00005034365,0.003100165,0.0001698599,0.0001734553,0.002698396,0.0002108661,0.0001127963,0.04624342],"genre_scores_gemma":[0.99417,0.00007131696,0.001376546,0.001710781,0.000844478,0.001714915,0.00005146383,0.00002257577,0.00003793567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.517507,"threshold_uncertainty_score":0.6876073,"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."}}