{"id":"W2922083844","doi":"10.1093/jcag/gwz006.158","title":"A159 EMERGING THEMES AND THE OLD TALE OF C. DIFFICILE INFECTION: GENETICS, RESERVOIRS, TREATMENT AND MANAGEMENT","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Variation Biotechnologies (Canada); University of Ottawa; University of Guelph; NOSM University; Health Sciences North","funders":"","keywords":"Clostridium difficile; Multilocus sequence typing; Outbreak; Medicine; GeneXpert MTB/RIF; Infection control; Ribotyping; Antibiotic resistance; Multiple Loci VNTR Analysis; Typing; Incidence (geometry); Antibiotics; Internal medicine; Intensive care medicine; Genotyping; Genotype; Microbiology; Virology; Biology; Sputum; Pathology; Genetics","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":[0.006042474,0.0008078981,0.0008322539,0.001699222,0.004098728,0.006390482,0.001701881,0.004093842,0.003461918],"category_scores_gemma":[0.006668948,0.0004212834,0.0006542485,0.001810978,0.009311415,0.009683899,0.00351441,0.00731498,0.0008513096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008022308,"about_ca_system_score_gemma":0.01119505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04169281,"about_ca_topic_score_gemma":0.08042482,"domain_scores_codex":[0.9969176,0.0008536317,0.0002933769,0.0004250547,0.001052195,0.0004580431],"domain_scores_gemma":[0.9912377,0.002707072,0.0009119972,0.0003971864,0.002506879,0.002239117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002608405,0.0003524335,0.05168634,0.005316687,0.0001755019,0.009529919,0.04338918,0.0007673596,0.009751501,0.02537286,0.1794781,0.6739194],"study_design_scores_gemma":[0.0000345376,0.0004559891,0.04663482,0.004379107,0.00011255,0.01057793,0.06877619,0.000759139,0.0008415995,0.0479023,0.8192888,0.0002369992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03634871,0.2759447,0.007608029,0.667011,0.005932521,0.00005841561,0.0002755457,0.000164398,0.006656738],"genre_scores_gemma":[0.278889,0.4587642,0.03654191,0.184847,0.02344625,0.0001362583,0.0007690818,0.0002450928,0.0163612],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04169281,"threshold_uncertainty_score":0.08290023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005338757289386143,"score_gpt":0.2233132451423691,"score_spread":0.2179744878529829,"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."}}