{"id":"W2623511070","doi":"10.1093/cid/cix532","title":"The Drivers of Acute and Long-term Care Clostridium difficile Infection Rates: A Retrospective Multilevel Cohort Study of 251 Facilities","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario","funders":"Centers for Disease Control and Prevention; U.S. Department of Veterans Affairs","keywords":"Medicine; Clostridium difficile; Retrospective cohort study; Cohort; Cohort study; C difficile; Intensive care medicine; Term (time); Emergency medicine; Internal medicine; Microbiology; Antibiotics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001540039,0.0003953917,0.0004816366,0.001054103,0.0009553332,0.001203964,0.001023429,0.000716553,0.001281834],"category_scores_gemma":[0.004192524,0.0007387667,0.001292893,0.001637506,0.0004584748,0.0007934564,0.001439906,0.001009346,0.0002487857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074603,"about_ca_system_score_gemma":0.0009233011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05067213,"about_ca_topic_score_gemma":0.04743669,"domain_scores_codex":[0.9983934,0.0003802105,0.000171664,0.0005156433,0.0002340901,0.0003049901],"domain_scores_gemma":[0.9961581,0.0004967208,0.001840429,0.000552105,0.0004187898,0.0005339022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002918583,0.00001838716,0.9994905,0.000003608249,0.00006560033,0.00003388193,0.00009204979,0.00002330989,0.00006254578,0.000008459752,0.00003680017,0.000135605],"study_design_scores_gemma":[0.000005435389,0.00007508778,0.9989574,0.00001107445,0.0000447263,0.0001287817,0.0004009569,0.0002667213,0.0000243739,0.00001076984,0.00006830792,0.000006236585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999089,0.0000914804,0.0001448301,0.00003112295,0.000002561182,0.00001413816,0.0005379015,0.000002523625,0.0000864359],"genre_scores_gemma":[0.9993901,0.00005398271,0.0001010246,0.00002006578,0.000002874585,0.00001384889,0.00037042,0.000001910743,0.00004569218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05067213,"threshold_uncertainty_score":0.1007544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879209110586272,"score_gpt":0.3933107746120117,"score_spread":0.354518683506149,"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."}}