{"id":"W3126894481","doi":"10.1017/ice.2020.1384","title":"Standard versus combined chemical, mechanical, and heat decontamination of hospital drains harboring carbapenemase-producing organisms (CPOs): A randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Sinai Health System; University of Toronto","funders":"","keywords":"Human decontamination; Medicine; Shower; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001861303,0.000283986,0.001854569,0.00005459544,0.0001159705,0.00003035155,0.00007110218,0.0003565374,0.00002126358],"category_scores_gemma":[0.01364908,0.0002449363,0.0003147653,0.0000769688,0.0003775956,0.00001879369,0.00009262063,0.0001637136,8.662946e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003787665,"about_ca_system_score_gemma":0.0001261509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001044957,"about_ca_topic_score_gemma":0.0000436007,"domain_scores_codex":[0.997107,0.0008100012,0.0009957103,0.0006571835,0.0001075504,0.0003225557],"domain_scores_gemma":[0.9973595,0.00144558,0.0004279448,0.0002986767,0.0003441789,0.0001241005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7108074,0.0003008369,0.004159355,0.00007040528,0.001144328,0.000008052003,0.0001086189,0.00002268096,0.278155,0.004272812,0.0001153083,0.0008351154],"study_design_scores_gemma":[0.954441,0.004132382,0.002497356,0.00004915997,0.0004484676,0.000009329815,0.00007299313,0.0006365562,0.03624622,0.0008843472,0.0002028111,0.000379436],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862161,0.001170814,0.007905934,0.001129508,0.001820364,0.001601993,0.00001977942,0.00002652212,0.0001090199],"genre_scores_gemma":[0.9972237,0.001257715,0.0007486684,0.0001496028,0.0003740644,0.0001205961,0.0000637571,0.00002569196,0.00003625579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2436335,"threshold_uncertainty_score":0.9988214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0087495863841071,"score_gpt":0.2658080814662416,"score_spread":0.2570584950821345,"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."}}