{"id":"W2981871046","doi":"10.1093/ofid/ofz360.581","title":"512. Healthcare-Acquired (HA) Carbapenemase-Producing Enterobacteriales (CPE) in Southern Ontario, Canada: To Whom Are We Transmitting CPE?","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Trillium Health Centre; William Osler Health System; Brampton Civic Hospital; Toronto Public Health; St. Michael's Hospital; Sunnybrook Health Science Centre; North York General Hospital; Sinai Health System; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Christian ministry; Outbreak; Population; Emergency medicine; Audit; Infection control; Demography; Environmental health; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001498217,0.0003305916,0.0004581363,0.00006362318,0.0001935166,0.0002686636,0.0005102488,0.0001111373,0.0002513466],"category_scores_gemma":[0.00006922246,0.0003402279,0.0001062366,0.0001354569,0.00005146713,0.00002567665,0.000314805,0.00009249389,0.00002990335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004407793,"about_ca_system_score_gemma":0.001495315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8365243,"about_ca_topic_score_gemma":0.9933211,"domain_scores_codex":[0.9977533,0.0001371404,0.0004474813,0.0008361742,0.0001963652,0.0006296029],"domain_scores_gemma":[0.9987303,0.00002151724,0.0002055726,0.0007086566,0.00008091566,0.0002530653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003185363,0.0001072554,0.9730084,0.000108641,0.00006283748,0.00002128124,0.0004386727,0.0001212132,0.0231978,0.00001634251,0.001981879,0.000617134],"study_design_scores_gemma":[0.002467246,0.0005925111,0.9424331,0.0009390027,0.00006544021,0.00003039059,0.003974102,0.00001114987,0.009710119,0.0001057959,0.03849997,0.001171212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956302,0.0003315958,0.00002374771,0.001243377,0.0007429665,0.001138701,0.0002676179,0.00002367779,0.0005981183],"genre_scores_gemma":[0.9960644,0.00003150729,0.00006463049,0.001124641,0.0001244878,0.00005276952,0.0002374192,0.00006491703,0.002235264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1567968,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006834230684518,"score_gpt":0.2396443896981152,"score_spread":0.22957604739127,"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."}}