{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004713268,0.0002150314,0.000710111,0.00007333889,0.000111023,0.00001429326,0.00003902728,0.0001524911,0.00001362832],"category_scores_gemma":[0.006255765,0.0001921516,0.00005396954,0.0002475112,0.0001447455,0.00006542818,0.0000674229,0.0005056119,0.000004369398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690371,"about_ca_system_score_gemma":0.0002579463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4850925,"about_ca_topic_score_gemma":0.185002,"domain_scores_codex":[0.9982166,0.0002384096,0.0004765561,0.0004730879,0.0001285068,0.0004668023],"domain_scores_gemma":[0.9972427,0.002049249,0.0001060154,0.0001160183,0.0001027887,0.000383176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002364676,0.00008519177,0.9614559,0.00009683971,0.00004803223,0.000123335,0.00003158228,0.0000527672,0.008498981,0.0001288495,0.0009453277,0.02829676],"study_design_scores_gemma":[0.00307761,0.001435751,0.9843974,0.00005888858,0.00005732196,0.0001288438,0.00007035818,0.006988133,0.001313116,0.0001135496,0.002117988,0.0002410708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706303,0.001283942,0.000128098,0.0266494,0.0001231575,0.0004881597,0.00003365889,0.00005089524,0.0006123178],"genre_scores_gemma":[0.9947373,0.0003625895,0.00008426242,0.004386116,0.0003566974,0.00003466328,0.000009115362,0.0000160499,0.00001315636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3000905,"threshold_uncertainty_score":0.8298696,"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."}}