{"id":"W3084286976","doi":"10.1016/j.jhin.2020.09.007","title":"Carbapenemase-producing Enterobacterales in hospital drains in Southern Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; Markham Stouffville Hospital; Grand River Hospital; William Osler Health System; St. Michael's Hospital; Sinai Health System; North York General Hospital; University of Toronto","funders":"","keywords":"Shower; Medicine; Contamination; Hygiene; Sink (geography); Odds ratio; Outbreak; Citrobacter freundii; Emergency medicine; Veterinary medicine; Internal medicine; Enterobacteriaceae; Biology; Ecology; Virology","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":[0.0002979908,0.0006987226,0.0006490335,0.002066061,0.005318574,0.001877616,0.0012287,0.0007162184,0.0027248],"category_scores_gemma":[0.001396867,0.000743366,0.0004880019,0.004343914,0.001214535,0.0004260322,0.001189275,0.0008605956,0.0002986498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03197215,"about_ca_system_score_gemma":0.04044137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938824,"about_ca_topic_score_gemma":0.9977409,"domain_scores_codex":[0.9990938,0.00004790358,0.00007090298,0.0001040342,0.0002962219,0.0003872196],"domain_scores_gemma":[0.9978309,0.000107529,0.0004161676,0.000033416,0.0009620634,0.0006498739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001818476,0.00007593045,0.9802546,0.0002323855,0.00004800057,0.002608847,0.007304037,0.0001726175,0.001700297,0.0002417639,0.001585387,0.00559429],"study_design_scores_gemma":[0.00001458426,0.00006143332,0.9836304,0.0001135126,0.0000273506,0.0006489137,0.01308166,0.0002060566,0.0001406437,0.00003549139,0.002018583,0.00002130555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937024,0.0008571891,0.0001248273,0.0003708178,0.00002095677,0.0001029628,0.001718653,0.00001222558,0.00309001],"genre_scores_gemma":[0.9953222,0.0009956101,0.0002344985,0.0002438784,0.00001468037,0.00002616936,0.0006994358,0.000007601164,0.002455963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03197215,"threshold_uncertainty_score":0.2319753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005800434990658389,"score_gpt":0.2035066451917579,"score_spread":0.1977062102010995,"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."}}