{"id":"W2913100466","doi":"10.1186/s13756-018-0454-6","title":"Molecular epidemiology of Clostridium difficile infection in Iranian hospitals","year":2019,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"Isfahan University of Medical Sciences","keywords":"Clostridium difficile; Multilocus sequence typing; Clindamycin; Metronidazole; Medicine; Microbiology; Vancomycin; Medical microbiology; Diarrhea; Epidemiology; Moxifloxacin; Drug resistance; Typing; Internal medicine; Antibiotics; Virology; Biology; Genotype; Bacteria; Staphylococcus aureus; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000516446,0.0002921116,0.0002349812,0.00200244,0.0003688069,0.0006211489,0.000310334,0.0003237052,0.001067125],"category_scores_gemma":[0.001557894,0.0001667253,0.000319636,0.002019749,0.000327884,0.0002891545,0.0003637487,0.0003675228,0.0001141478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006579317,"about_ca_system_score_gemma":0.0009357098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099674,"about_ca_topic_score_gemma":0.006753404,"domain_scores_codex":[0.999254,0.0001531454,0.0000971183,0.0001276393,0.0001893959,0.0001787029],"domain_scores_gemma":[0.9986016,0.0001198895,0.0007599469,0.00003363314,0.0003155562,0.0001693512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008604621,0.00004678242,0.9860151,0.00006606452,0.00003221395,0.0003082938,0.0003898924,0.0001165148,0.002449931,0.00009151416,0.0004169254,0.009980774],"study_design_scores_gemma":[0.000004760766,0.00009035652,0.9974858,0.00002167347,0.00001308698,0.0005572693,0.0006580244,0.0001130267,0.0001910891,0.00002897895,0.0008305981,0.000005319403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977956,0.0008687971,0.0001555901,0.0002619279,0.00001690594,0.00001899628,0.0002058942,0.000006083109,0.0006702658],"genre_scores_gemma":[0.9981397,0.0007077856,0.0005205601,0.0001252935,0.000034394,0.00001386707,0.000319596,0.000001751732,0.0001369347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01099674,"threshold_uncertainty_score":0.02186549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166791377601861,"score_gpt":0.2817217718192328,"score_spread":0.2700538580432142,"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."}}