{"id":"W2977694331","doi":"10.1093/ofid/ofy210.1038","title":"1205. Emergence of Carbapenemase Producing Enterobacteriaceae in South Central Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Public Health Ontario; William Osler Health System; University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital; North York General Hospital; Toronto Public Health; Sinai Health System; University Health Network; Health Sciences Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Bacteremia; Population; Internal medicine; Pediatrics; Demography; Microbiology; Antibiotics; Biology; Environmental health","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":[0.00006305233,0.0001679361,0.0002137251,0.00002895808,0.00008287722,0.00004500959,0.000349233,0.00005538128,0.0005540451],"category_scores_gemma":[0.00009431948,0.0001672654,0.00005236231,0.00009532458,0.000105337,0.00001551037,0.0003127177,0.00005053315,0.000003124029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009833332,"about_ca_system_score_gemma":0.001069136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6975181,"about_ca_topic_score_gemma":0.9867172,"domain_scores_codex":[0.9987382,0.00005019642,0.0002922466,0.0004137548,0.0001176794,0.0003879222],"domain_scores_gemma":[0.9991845,0.000005036588,0.0001542237,0.0004494806,0.00008831795,0.0001184661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001622975,0.0001002165,0.9817406,0.00002199833,0.00003834729,0.000005838711,0.0001627386,0.00001574672,0.0141811,0.00002301481,0.003442117,0.0001060134],"study_design_scores_gemma":[0.0005582637,0.000238934,0.9750471,0.00006716731,0.00002295291,0.000004687624,0.0002724816,0.00000376943,0.01990699,0.00003529134,0.003610443,0.0002319167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958776,0.00006866948,0.00002982466,0.00002720411,0.0005744654,0.0003892412,0.00009375356,0.000005637284,0.002933558],"genre_scores_gemma":[0.9989648,0.00001052531,0.0000517895,0.0001495956,0.00009302999,0.00001417508,0.0001134441,0.00001995895,0.0005827159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891991,"threshold_uncertainty_score":0.6820884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005975357706064211,"score_gpt":0.2288792042369121,"score_spread":0.2229038465308479,"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."}}