{"id":"W2981650977","doi":"10.1093/ofid/ofz360.570","title":"501. Risk of Infection in Persons Colonized with Carbapenemase-Producing Enterobacteriales (CPE) in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; William Osler Health System; Brampton Civic Hospital; St. Michael's Hospital; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; North York General Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Colonization; Bacteremia; Infection control; Pneumonia; Internal medicine; Population; Emergency medicine; Pediatrics; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002550655,0.0003852579,0.0003072412,0.001004032,0.002950171,0.001267356,0.001085581,0.0005436046,0.004267207],"category_scores_gemma":[0.001188777,0.00044199,0.0006575133,0.002039789,0.000668479,0.0004373192,0.0008210748,0.0007697927,0.0003507031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02067854,"about_ca_system_score_gemma":0.02405938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924362,"about_ca_topic_score_gemma":0.9934769,"domain_scores_codex":[0.9992226,0.00004299726,0.00004712113,0.0001111488,0.0002262034,0.0003497979],"domain_scores_gemma":[0.9982458,0.00005296144,0.0004380702,0.00003094084,0.0005600881,0.0006721221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000278603,0.00001676973,0.9970635,0.00002111948,0.00001547309,0.0001130353,0.0002156065,0.00004468619,0.00008008267,0.00003633561,0.0008800043,0.001485594],"study_design_scores_gemma":[0.000005755622,0.00002541205,0.997849,0.00005245046,0.00001467691,0.0001298176,0.0008900767,0.0001897659,0.00002959915,0.00001767072,0.0007886459,0.00000702654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827004,0.001672193,0.0001513086,0.001055403,0.00004177177,0.00008812918,0.007029783,0.00001980962,0.007241073],"genre_scores_gemma":[0.9966519,0.0007133031,0.0001317716,0.0001593926,0.00001392782,0.00001517966,0.001201686,0.000005079888,0.001107787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02067854,"threshold_uncertainty_score":0.150034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004538419541079217,"score_gpt":0.1959914717930646,"score_spread":0.1914530522519853,"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."}}