{"id":"W3016202511","doi":"10.1093/jac/dkaa118","title":"Antimicrobial susceptibility of Clostridioides difficile isolated from diarrhoeal stool specimens of Canadian patients: summary of results from the Canadian Clostridioides difficile (CAN-DIFF) surveillance study from 2013 to 2017","year":2020,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Manitoba Health","funders":"University of Manitoba","keywords":"Clostridioides; Medicine; Antimicrobial; C difficile; Diarrhoeal disease; Diarrhea; Microbiology; Internal medicine; Clostridium difficile; Biology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001219372,0.0007652675,0.0007390283,0.002900472,0.001401786,0.001041866,0.001131721,0.0003859707,0.001080518],"category_scores_gemma":[0.002671933,0.000372596,0.0006455287,0.006123919,0.0005221626,0.0003179802,0.0006119043,0.0004459078,0.0001922853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01732854,"about_ca_system_score_gemma":0.02192824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9700711,"about_ca_topic_score_gemma":0.9814854,"domain_scores_codex":[0.998091,0.00008488283,0.0001453673,0.0002319626,0.001115018,0.0003316898],"domain_scores_gemma":[0.9960945,0.0001345419,0.0004963974,0.00005618114,0.002816024,0.000402441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002862652,0.00002268609,0.9819145,0.0003636128,0.0002131369,0.0001395904,0.0003504485,0.0001923801,0.0008386748,0.00002974375,0.003357221,0.01229186],"study_design_scores_gemma":[0.000006912612,0.00004747316,0.9972392,0.00006856493,0.0001035985,0.0001252029,0.0002766188,0.0001065513,0.0002156182,0.000004828262,0.001794347,0.00001106014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428332,0.01449684,0.0003907368,0.0005666182,0.0000585333,0.0001063398,0.03529877,0.00007268209,0.006176158],"genre_scores_gemma":[0.9799433,0.004850788,0.0006777066,0.0001984393,0.00002719248,0.00002406828,0.01369229,0.00001733433,0.0005688753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02992892,"threshold_uncertainty_score":0.125728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649541467887816,"score_gpt":0.260435882095126,"score_spread":0.2339404674162478,"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."}}