{"id":"W2991580342","doi":"10.1017/ice.2019.283","title":"Interfacility patient sharing and <i>Clostridioides difficile</i> infection incidence in the Ontario hospital system: A 13-year cohort study","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; Sunnybrook Hospital; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Incidence (geometry); Medicine; C difficile; Clostridioides; Poisson regression; Rate ratio; Cohort; Confidence interval; Acute care; Infection control; Emergency medicine; Cohort study; Relative risk; Retrospective cohort study; Internal medicine; Health care; Clostridium difficile; Intensive care medicine; Environmental health; Population; Antibiotics; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009260257,0.0004743847,0.0004901506,0.0009977007,0.001557454,0.001202568,0.001168694,0.0005413649,0.001482449],"category_scores_gemma":[0.002377658,0.0006627517,0.001227896,0.002430632,0.000595761,0.0006764634,0.001134804,0.0008005003,0.000202147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007468776,"about_ca_system_score_gemma":0.008116701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7841221,"about_ca_topic_score_gemma":0.8304724,"domain_scores_codex":[0.9988865,0.00009280557,0.00007975931,0.0002448143,0.0002947558,0.0004013169],"domain_scores_gemma":[0.9967975,0.0001501751,0.001581585,0.0002581275,0.0006635076,0.0005491142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002996678,0.00001361682,0.9992198,0.000005044563,0.00003889123,0.00002841135,0.000164414,0.00001992323,0.00003745441,0.000007467187,0.0001287802,0.000306205],"study_design_scores_gemma":[0.00000419051,0.00003052596,0.999374,0.000007656004,0.00002190191,0.00003757977,0.0002633587,0.00009789717,0.00001079393,0.000005772411,0.0001419665,0.000004252106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974209,0.0001154288,0.00007004766,0.00007414231,0.000004734532,0.00003338517,0.001977847,0.000003976884,0.0002994545],"genre_scores_gemma":[0.998278,0.0001396376,0.00008484208,0.00004276213,0.000008491514,0.00003081828,0.001151646,0.000003250999,0.0002606321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2158779,"threshold_uncertainty_score":0.4342985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007044803305354211,"score_gpt":0.2225160244216799,"score_spread":0.2154712211163257,"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."}}