{"id":"W3105281649","doi":"10.9778/cmajo.20190191","title":"Time trends and predictors of laboratory-confirmed recurrent and severe <i>Clostridioides difficile</i> infections in Manitoba: a population-based study","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; CancerCare Manitoba; University of Manitoba; Mount Sinai Hospital","funders":"","keywords":"Clostridioides; Medicine; Epidemiology; Incidence (geometry); Confidence interval; Population; Retrospective cohort study; Cohort study; Cohort; Health care; Pediatrics; Demography; Emergency medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006099647,0.0004683285,0.000374754,0.001262369,0.001077593,0.0009930828,0.001162061,0.0005485519,0.001113819],"category_scores_gemma":[0.001728747,0.0006297469,0.0006649237,0.00359371,0.0005901412,0.0004187651,0.0009146258,0.0008167572,0.0002315747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005508584,"about_ca_system_score_gemma":0.005556837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8153379,"about_ca_topic_score_gemma":0.8463398,"domain_scores_codex":[0.9994679,0.00007694792,0.00005095564,0.0001317969,0.0001059354,0.0001664999],"domain_scores_gemma":[0.9983558,0.000117542,0.0005484802,0.0001158387,0.0004467035,0.0004155549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002524172,0.00002428359,0.9989437,0.00001055189,0.00004544129,0.00002721916,0.0001833098,0.00002827976,0.00008566928,0.000008187778,0.0001940514,0.0004240409],"study_design_scores_gemma":[0.000005388631,0.00002756823,0.9990703,0.00001541035,0.00003011309,0.00004544276,0.0004987406,0.0001095187,0.00002106797,0.000006652903,0.0001655475,0.000004242504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965428,0.0003487715,0.00006185089,0.0001319677,0.000008215567,0.00002785144,0.002447711,0.000009077539,0.0004217098],"genre_scores_gemma":[0.9981226,0.0003171058,0.000117005,0.00009923593,0.000009349004,0.00002690984,0.001094783,0.000003937987,0.0002090129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1846621,"threshold_uncertainty_score":0.3714992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991230940434478,"score_gpt":0.3034697299787906,"score_spread":0.2735574205744458,"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."}}