{"id":"W3035924319","doi":"10.1017/ice.2020.264","title":"<i>Clostridioides difficile</i> toxin testing and positivity in Manitoba, Canada","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Clostridioides; Medicine; Confidence interval; Context (archaeology); Incidence (geometry); Clostridium difficile toxin A; Internal medicine; Toxin; Emergency medicine; Clostridium difficile; Geography; Microbiology; Biology; Antibiotics","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":[0.0008809118,0.0005113705,0.0003700217,0.002297445,0.002532615,0.0016634,0.001357528,0.0004552209,0.002094522],"category_scores_gemma":[0.003246682,0.0007006437,0.0004572214,0.005085492,0.0009786871,0.0004017408,0.001424351,0.0009252155,0.0002518417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03677724,"about_ca_system_score_gemma":0.0473915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994714,"about_ca_topic_score_gemma":0.99741,"domain_scores_codex":[0.9985521,0.0001802105,0.000133823,0.0001630459,0.0004529757,0.0005178855],"domain_scores_gemma":[0.9950642,0.0003053273,0.001267442,0.00008052043,0.001975249,0.001307274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002858532,0.00002493922,0.997043,0.00002848675,0.00003176897,0.00008394725,0.0003723116,0.000116226,0.00009939193,0.00004972809,0.0009090549,0.001212733],"study_design_scores_gemma":[0.000009048909,0.00003291397,0.9966954,0.0000905304,0.00002712777,0.0001233557,0.001670048,0.0002430801,0.0000819133,0.00002313,0.0009904046,0.00001300644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986182,0.002297812,0.0001660829,0.001139084,0.00003810426,0.0001075441,0.005833277,0.00002294358,0.004213142],"genre_scores_gemma":[0.995348,0.001300073,0.0003095416,0.0005092559,0.00002005918,0.00003203475,0.001198834,0.00000762365,0.001274601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03677724,"threshold_uncertainty_score":0.2668388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075259845053834,"score_gpt":0.2757277601321558,"score_spread":0.2349751616816174,"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."}}