{"id":"W2974790291","doi":"10.1016/j.ajic.2019.08.021","title":"Investigating the relationship between vancomycin-resistant Enterococcus control practices and the incidence of health care–associated Clostridioides difficile infections in Ontario","year":2019,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Toronto General Hospital; North York General Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Clostridioides; Medicine; Enterococcus; Incidence (geometry); Vancomycin; Vancomycin-resistant Enterococcus; Intensive care medicine; Microbiology; Internal medicine; Antibiotics; Bacteria; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002916581,0.0001879877,0.000945962,0.0003123234,0.0002507226,0.00005493019,0.0001254475,0.00006343213,0.00002194348],"category_scores_gemma":[0.006754247,0.0001137933,0.0002276957,0.0006800244,0.0005557809,0.0001922239,0.00003342146,0.001286772,0.000003146796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008096726,"about_ca_system_score_gemma":0.001358728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08382121,"about_ca_topic_score_gemma":0.03136987,"domain_scores_codex":[0.9964025,0.001302031,0.001222569,0.0001894236,0.0005725218,0.0003109573],"domain_scores_gemma":[0.9886416,0.007216885,0.003175822,0.0002605257,0.0005652022,0.0001399867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006761972,0.000114355,0.9934748,0.00004080226,0.0002397923,0.000002478865,0.001678732,0.0002821595,0.001152676,0.00009251051,0.00003523934,0.002210231],"study_design_scores_gemma":[0.01028701,0.002707052,0.9836175,0.0004173472,0.000241845,0.00006583095,0.001850222,0.0001295711,0.0002440967,0.00005083929,0.0002932646,0.00009536838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929038,0.000758576,0.0002384255,0.004804426,0.0001409889,0.0009673881,0.00001200461,0.00001198112,0.0001624272],"genre_scores_gemma":[0.9993718,0.00008586646,0.00002246647,0.0003397771,0.0001084657,0.00002242183,0.000003822669,0.00001634487,0.00002904475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05245134,"threshold_uncertainty_score":0.9863051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874896168332349,"score_gpt":0.3202833221400266,"score_spread":0.2915343604567032,"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."}}