{"id":"W4292180009","doi":"10.1017/ice.2022.210","title":"Trends in <i>Clostridioides difficile</i> infection rates in Canadian hospitals during the coronavirus disease 2019 (COVID-19) pandemic","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University Health Network; Ottawa Hospital; Hospital for Sick Children; Jewish General Hospital; Stollery Children's Hospital; Izaak Walton Killam Health Centre; North York General Hospital; Royal Jubilee Hospital; Sinai Health System; Public Health Agency of Canada; McGill University Health Centre; Kingston Health Sciences Centre; Alberta Health Services; Children's Hospital of Eastern Ontario; Regina General Hospital; Queen Elizabeth II Health Sciences Centre; Hamilton Health Sciences; Dalhousie University; BC Children's Hospital","funders":"","keywords":"Clostridioides; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Epidemiology; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Emergency medicine; Disease; Virology; Infectious disease (medical specialty); Internal medicine; Outbreak","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":[0.0007261674,0.0002808347,0.0002534984,0.001537659,0.000896765,0.00098028,0.0008332002,0.0004323091,0.001583861],"category_scores_gemma":[0.003218162,0.0001836942,0.000461612,0.003076003,0.0003078728,0.0003029896,0.0004599221,0.000749414,0.0001207258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01465816,"about_ca_system_score_gemma":0.01390171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789604,"about_ca_topic_score_gemma":0.9769378,"domain_scores_codex":[0.9990976,0.00005465431,0.00006227769,0.00011796,0.00033031,0.0003372565],"domain_scores_gemma":[0.9970812,0.0001694695,0.0009228635,0.00007191424,0.001290867,0.0004637359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000124568,0.00002290238,0.9945707,0.00003278535,0.00005817012,0.00003267806,0.0002532981,0.0003887255,0.000220777,0.0001147463,0.001230011,0.002950807],"study_design_scores_gemma":[0.000002930528,0.00001905954,0.9985383,0.0000151466,0.00001289509,0.00001707507,0.0002762497,0.0005132377,0.00006476718,0.000008878619,0.0005252736,0.00000612881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858572,0.00057497,0.0001732257,0.0003609965,0.00001391076,0.00002446846,0.01154036,0.00001716977,0.001437794],"genre_scores_gemma":[0.9947643,0.0003068654,0.0001863503,0.00008072457,0.000008687179,0.00001236645,0.004266961,0.000002972554,0.0003706777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02103961,"threshold_uncertainty_score":0.1063529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420789875586281,"score_gpt":0.3603356915466249,"score_spread":0.3161277927907621,"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."}}