{"id":"W2902203883","doi":"10.1093/ofid/ofy210.504","title":"495. Predictors of <i>C. difficile</i> Infection and Impact of Primary Prophylaxis Among Asymptomatic <i>C. difficile</i> Colonized Patients: A Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Medicine; Clostridium difficile; Internal medicine; Metronidazole; Odds ratio; Asymptomatic; Univariate analysis; Diarrhea; Vancomycin; Retrospective cohort study; Multivariate analysis; Antibiotics; Staphylococcus aureus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004308034,0.0002151664,0.0002985123,0.0003580222,0.0003847057,0.0005748358,0.0002868276,0.0003624275,0.002026657],"category_scores_gemma":[0.001734686,0.0001955357,0.0004293093,0.0006228464,0.0002231794,0.0002457124,0.0001879588,0.0004575828,0.0002298529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008545329,"about_ca_system_score_gemma":0.00100704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1164441,"about_ca_topic_score_gemma":0.1262931,"domain_scores_codex":[0.9997169,0.00005792376,0.00002730598,0.00006741058,0.00005749536,0.00007299938],"domain_scores_gemma":[0.9983143,0.0002823636,0.0006882371,0.00006248827,0.0003024006,0.0003502753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001785998,0.000007959413,0.9995827,0.000003126609,0.00001148534,0.00002032538,0.000007431572,0.00001008949,0.00005353355,0.000001979868,0.00004974135,0.0002337774],"study_design_scores_gemma":[0.000001599578,0.00004131524,0.9996655,0.000004632308,0.000009543445,0.00006116318,0.00003361295,0.00009735223,0.00001544442,0.000001546778,0.00006711506,0.000001258094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985774,0.0003056686,0.00005459632,0.00006536238,0.000006774309,0.000008847134,0.0005208917,0.000003309737,0.0004572118],"genre_scores_gemma":[0.9993958,0.00007772441,0.00006137365,0.00004480289,0.000007587626,0.000003487432,0.0003356789,0.000001325785,0.00007203122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1164441,"threshold_uncertainty_score":0.2315326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314081314637972,"score_gpt":0.3107627306370074,"score_spread":0.2976219174906277,"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."}}