{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575233,0.00025355,0.0006954886,0.0000964608,0.0002098915,0.00002488983,0.0001059892,0.0002845398,0.00003464144],"category_scores_gemma":[0.0003279809,0.0001737331,0.0000880045,0.0001063262,0.0002354547,0.0001665019,0.0001112454,0.0005908578,0.00007849772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619882,"about_ca_system_score_gemma":0.00003140216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09309906,"about_ca_topic_score_gemma":0.03028783,"domain_scores_codex":[0.9975657,0.0007353775,0.0006420209,0.0006316684,0.00004501732,0.0003802375],"domain_scores_gemma":[0.998674,0.0006466713,0.0002726408,0.0003085887,0.00006753941,0.00003056909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000145961,0.0003330913,0.9961064,0.00004753228,0.0001497769,0.000005368981,0.001816701,0.00003505855,0.0001768943,0.0005154826,0.0000708818,0.0005968488],"study_design_scores_gemma":[0.001883053,0.002361949,0.9936857,0.00008842813,0.00007666822,0.00004431624,0.0008431877,0.00007740423,0.00002450096,0.0001494978,0.0005486873,0.0002166369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950477,0.001028412,0.0002109462,0.0002770394,0.001413285,0.001601494,0.000008750674,0.00006233084,0.0003500455],"genre_scores_gemma":[0.9994583,0.0001536668,0.00000441261,0.0001697912,0.00003366416,0.0000714922,0.00001076195,0.000008766764,0.00008913415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06281123,"threshold_uncertainty_score":0.9874069,"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."}}