{"id":"W2754735263","doi":"10.1093/ofid/ofx163.1814","title":"Clostridium difficile Molecular Epidemiology in a Prospective Cohort of Canadian Children Compared with Cases of C. difficile Infection","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Public Health Agency of Canada; University of Calgary; University of Alberta","funders":"","keywords":"Clostridium difficile; Medicine; Clostridium difficile toxin A; Ribotyping; Pulsed-field gel electrophoresis; Prospective cohort study; Epidemiology; Molecular epidemiology; Cohort; Clostridium difficile toxin B; Microbiology; Carriage; Internal medicine; Pediatrics; Antibiotics; Polymerase chain reaction; Genotype; Biology; Gene; Pathology","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":[0.0004619976,0.0005623861,0.0005543758,0.002319794,0.002696694,0.001301386,0.001044998,0.0005944493,0.00202396],"category_scores_gemma":[0.001603675,0.0005982695,0.0006706211,0.003236808,0.0008986639,0.0003994799,0.0008984058,0.000716481,0.0002694871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01135955,"about_ca_system_score_gemma":0.01018218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9615751,"about_ca_topic_score_gemma":0.9563064,"domain_scores_codex":[0.9988375,0.00004987373,0.00004261555,0.0002213113,0.0004546014,0.0003940533],"domain_scores_gemma":[0.9986344,0.00005841203,0.0002959473,0.00004919124,0.0005200233,0.0004419939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005871184,0.00001615233,0.9977978,0.0000103548,0.0000254236,0.0001438278,0.000310804,0.00003698423,0.0003344769,0.0000315317,0.0002944376,0.0009395781],"study_design_scores_gemma":[0.000003772581,0.00003068124,0.9988115,0.000007883751,0.00001173605,0.0002034643,0.0005272964,0.00005772699,0.00002677074,0.000005894822,0.0003072447,0.000006112202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971872,0.0002978882,0.00004158313,0.00009499014,0.000008720737,0.00001794232,0.001157661,0.000005962314,0.001188163],"genre_scores_gemma":[0.9981035,0.0003552579,0.0001036923,0.00006735739,0.000008230238,0.00001123611,0.001002408,0.000004743532,0.0003436542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03842491,"threshold_uncertainty_score":0.08241963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644474684017839,"score_gpt":0.320814962609429,"score_spread":0.2943702157692507,"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."}}