{"id":"W3135648333","doi":"10.1016/j.cjco.2021.02.015","title":"Injection Drug Use Endocarditis: An Inner-City Hospital Experience","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Infective endocarditis; Endocarditis; Surgery; Tricuspid valve; Odds ratio; Heart failure; Abscess; Perforation; Univariate analysis; Incidence (geometry); Internal medicine; Confidence interval; Mitral valve; Aortic valve; Mortality rate; Cardiology; Multivariate analysis","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":[0.0001704763,0.0001436189,0.0003411587,0.00004991165,0.0001480471,0.0003191944,0.0001606565,0.00004199683,0.000604047],"category_scores_gemma":[0.0003083897,0.0001398849,0.00009804987,0.0002268617,0.00005617753,0.001046317,0.0004163979,0.000155923,0.00007232398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341431,"about_ca_system_score_gemma":0.00008354324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120728,"about_ca_topic_score_gemma":0.0001254535,"domain_scores_codex":[0.9987696,0.0001099265,0.0001856642,0.0004568749,0.0002305364,0.0002473747],"domain_scores_gemma":[0.9990053,0.00004651059,0.00005724436,0.0005192382,0.000217119,0.0001546259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007797027,0.00284466,0.7228374,0.00008113342,0.0005716467,0.003824418,0.009050664,0.00006742801,0.001409394,0.01303659,0.1817166,0.06448202],"study_design_scores_gemma":[0.001753992,0.0003947296,0.8366969,0.0001080609,0.00008286671,0.0001470136,0.002974812,0.00003084175,0.01456832,0.0002099932,0.1427642,0.0002682856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682497,0.00008961206,0.0003556477,0.0002409221,0.001065967,0.000757831,0.00001717033,0.00007129702,0.02915189],"genre_scores_gemma":[0.995773,0.0001457973,0.0007300344,0.001450294,0.0003299587,0.0003381107,0.0001081984,0.00002263625,0.001101995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138594,"threshold_uncertainty_score":0.6613892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862545420430877,"score_gpt":0.322658459918379,"score_spread":0.2940330057140703,"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."}}