{"id":"W2972030195","doi":"10.1503/cmaj.190948","title":"Health care-associated infections in Canadian hospitals: still a major problem","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Ottawa; St. Michael's Hospital","funders":"","keywords":"Medicine; Health care; MEDLINE; Family medicine; Pediatrics; Intensive care medicine; Medical emergency; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001114637,0.00044939,0.0006897802,0.0009874231,0.006528797,0.00224854,0.001599084,0.01447292,0.02427183],"category_scores_gemma":[0.007944843,0.0002986609,0.0007012823,0.001483666,0.002892596,0.001736574,0.0007481021,0.01000426,0.005060234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02764439,"about_ca_system_score_gemma":0.02982271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6864301,"about_ca_topic_score_gemma":0.8235806,"domain_scores_codex":[0.9977653,0.0002092392,0.0001581669,0.0001830389,0.001024662,0.0006595903],"domain_scores_gemma":[0.9927746,0.001017256,0.0004102389,0.0001048864,0.003011907,0.002681099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001948411,0.00002544934,0.00298419,0.0001256992,0.000006364551,0.00179915,0.0001619178,0.00003830534,0.00009599574,0.0008155044,0.9748051,0.01912292],"study_design_scores_gemma":[0.0001075318,0.00008320427,0.0239753,0.002235011,0.00006020429,0.01108934,0.003152559,0.0007359032,0.0001810572,0.006266549,0.9519788,0.0001344422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001536324,0.004878305,0.00008396719,0.9707621,0.00831274,0.00001635588,0.0001194747,0.00005454587,0.01423622],"genre_scores_gemma":[0.04005841,0.01621552,0.0006095095,0.8839161,0.03882341,0.00002739132,0.000252851,0.00006681329,0.02002997],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3135699,"threshold_uncertainty_score":0.6308331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003370172374195905,"score_gpt":0.2149779689308431,"score_spread":0.2116077965566472,"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."}}