{"id":"W2897026455","doi":"10.1093/jac/dky416","title":"Results from the Canadian Nosocomial Infection Surveillance Program for detection of carbapenemase-producing<i>Acinetobacter</i>spp. in Canadian hospitals, 2010–16","year":2018,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Izaak Walton Killam Health Centre; Hôpital Maisonneuve-Rosemont; Victoria General Hospital; Sunnybrook Health Science Centre; North York General Hospital; University of Manitoba; Alberta Hospital Edmonton; University of Alberta Hospital; Health Sciences Centre; Vancouver General Hospital; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Incidence (geometry); Medicine; Acinetobacter; Colistin; Acinetobacter baumannii; Infection control; Emergency medicine; Medical record; Carbapenem; Acute care; Internal medicine; Antimicrobial; Pediatrics; Health care; Intensive care medicine; Antibiotics; Microbiology; Pseudomonas aeruginosa; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001280064,0.0008007273,0.0005351408,0.003933724,0.00159604,0.0008700184,0.001158705,0.0002636143,0.002114997],"category_scores_gemma":[0.003972674,0.000371804,0.0008001717,0.005536021,0.000382782,0.0002871778,0.0008941299,0.0005326249,0.0003615194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0206391,"about_ca_system_score_gemma":0.03586869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866253,"about_ca_topic_score_gemma":0.9919749,"domain_scores_codex":[0.9973839,0.0001113284,0.0002550409,0.0002209659,0.001607631,0.0004211073],"domain_scores_gemma":[0.993757,0.0001462536,0.0008346604,0.00007314266,0.004451529,0.0007372965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002284899,0.00004710635,0.9669285,0.0006216553,0.0001764083,0.0001395471,0.000521985,0.0003959201,0.001136403,0.00008708652,0.01462576,0.01509106],"study_design_scores_gemma":[0.000009932925,0.0000349333,0.9963216,0.00008106813,0.00004320377,0.00006185167,0.000293675,0.0001732843,0.0002053986,0.000007660053,0.002756668,0.00001065485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7679976,0.006010343,0.0009081308,0.00101747,0.0001105452,0.0006538632,0.2029123,0.0002372913,0.02015243],"genre_scores_gemma":[0.9250728,0.003668369,0.002344805,0.0004278835,0.00003774472,0.0001587871,0.06535669,0.00003610954,0.002896838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0206391,"threshold_uncertainty_score":0.1497478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007184204425697433,"score_gpt":0.2424404736995258,"score_spread":0.2352562692738283,"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."}}