{"id":"W2395458888","doi":"10.1016/j.ajic.2016.04.182","title":"Summary of PFGE and MMLVA Pattern Analysis for a Facility-Wide Outbreak of Clostridium Difficile Infection (CDI) at a Large Tertiary Care Hospital in Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health; Public Health Ontario; Trillium Health Centre","funders":"","keywords":"Clostridium difficile; Pulsed-field gel electrophoresis; Medicine; Outbreak; Epidemiology; Tertiary care; Infection control; Transmission (telecommunications); Microbiology; Emergency medicine; Intensive care medicine; Virology; Internal medicine; Genotype; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004100429,0.0002269702,0.001053651,0.0006468658,0.00005351746,0.000009011219,0.00007027551,0.0000827375,0.0001047731],"category_scores_gemma":[0.0004669235,0.000167636,0.0004520751,0.0005083319,0.000176538,0.0001087767,0.00004854305,0.0002879998,4.687396e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436024,"about_ca_system_score_gemma":0.001100837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7651789,"about_ca_topic_score_gemma":0.8868314,"domain_scores_codex":[0.9977087,0.0001451764,0.001002967,0.000264284,0.000500483,0.0003783333],"domain_scores_gemma":[0.9972949,0.0005875574,0.0008317146,0.0002479676,0.0008073192,0.0002305642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009968056,0.0003189463,0.967544,0.0001086227,0.0009272427,0.00002587912,0.0003580611,0.00006001754,0.01173364,7.494633e-7,0.0003258293,0.0176002],"study_design_scores_gemma":[0.007279954,0.002622231,0.9546298,0.0002154477,0.0008462277,0.00004254716,0.0003534143,0.0001068762,0.03170839,0.000001740857,0.002009562,0.0001838336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933456,0.0001982427,0.004678464,0.0007173362,0.0001634602,0.0004914049,0.0003681852,0.000009717175,0.00002754286],"genre_scores_gemma":[0.9995257,0.0001709315,0.00001448504,0.00009258848,0.0000750019,0.00002319083,0.00002382812,0.00001941504,0.00005483631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216525,"threshold_uncertainty_score":0.6835999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006068760188663739,"score_gpt":0.23797970378745,"score_spread":0.2319109435987862,"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."}}