{"id":"W3095513585","doi":"10.1017/ice.2020.1141","title":"Chemical, Mechanical, and Heat Cleaning to Decontaminate Hospital Drains Harboring Carbapenemase-Producing Enterobacteriales","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; University of Toronto","funders":"","keywords":"Medicine; Human decontamination; Contamination; Randomization; Randomized controlled trial; Outbreak; Surgery; Virology; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002758248,0.001128184,0.002042052,0.0008292585,0.0004608444,0.00101866,0.001009631,0.001457788,0.00622152],"category_scores_gemma":[0.004722014,0.0005948194,0.001835822,0.0005563091,0.001137618,0.001008968,0.0008693202,0.001590856,0.0003706498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009783058,"about_ca_system_score_gemma":0.001578039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006154596,"about_ca_topic_score_gemma":0.00144346,"domain_scores_codex":[0.9966666,0.001650186,0.0004958591,0.0005206285,0.0002875159,0.0003792218],"domain_scores_gemma":[0.9967667,0.001135293,0.00101027,0.0002170123,0.0002205311,0.0006502186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.8921723,0.05092752,0.002940663,0.002808769,0.001792668,0.00003593179,0.00009733696,0.0006085411,0.003488035,0.0002146264,0.0005816955,0.044332],"study_design_scores_gemma":[0.5965667,0.3915563,0.006105248,0.000308809,0.001506634,0.00004181731,0.00007972868,0.000679012,0.001967619,0.000284246,0.0008716276,0.00003218002],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899077,0.002955353,0.0007080554,0.0003647622,0.0004158011,0.004490228,0.0002694178,0.00004514647,0.000843522],"genre_scores_gemma":[0.9880115,0.001406903,0.003109224,0.0003913469,0.0003434445,0.005916789,0.0001423418,0.000008683284,0.0006698646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00622152,"threshold_uncertainty_score":0.02081311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815989329387408,"score_gpt":0.2758167734640647,"score_spread":0.2576568801701906,"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."}}