{"id":"W4399563407","doi":"10.1371/journal.pone.0304378","title":"Disinfection of sink drains to reduce a source of three opportunistic pathogens, during Serratia marcescens clusters in a neonatal intensive care unit","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Centre hospitalier universitaire Sainte-Justine; California HIV/AIDS Research Program","keywords":"Serratia marcescens; Neonatal intensive care unit; Intensive care unit; Intensive care medicine; Sink (geography); Medicine; Enterobacteriaceae Infections; Microbiology; Biology; Pediatrics; Enterobacteriaceae; Geography; Escherichia coli","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005317275,0.0001022835,0.0001620156,0.0001021647,0.00003277035,0.0000138781,0.00006358818,0.00008173269,0.00001134622],"category_scores_gemma":[0.0001526933,0.0001042377,0.00005538936,0.0001855616,0.00004933366,0.000004786275,0.00007727331,0.00007570198,0.000002062171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003168405,"about_ca_system_score_gemma":0.00008114085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008629493,"about_ca_topic_score_gemma":0.0009709604,"domain_scores_codex":[0.9993041,0.00002926793,0.0002073766,0.0002218178,0.00009876696,0.0001386827],"domain_scores_gemma":[0.9994161,0.000009990679,0.00005064766,0.0001910846,0.0002851943,0.00004702625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001757173,0.00005225631,0.002911021,0.0005054178,0.00008410944,0.00001044504,0.0008157096,0.00004161555,0.9944594,0.00002320328,0.000009340853,0.0009117521],"study_design_scores_gemma":[0.0004845587,0.0006152804,0.02324468,0.001360118,0.0001320344,0.00001670617,0.002438406,0.0003094664,0.9705613,0.0000182322,0.0005470859,0.0002720784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983767,0.0002624452,0.0007422994,0.00007288854,0.00007673722,0.0002284801,0.0001027772,0.0000112737,0.0001264358],"genre_scores_gemma":[0.9993294,0.00004978729,0.0001541009,0.00002482776,0.00008183661,0.00001600869,0.0001053748,0.00001898579,0.0002196181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02389806,"threshold_uncertainty_score":0.4250691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575118886977416,"score_gpt":0.2435966541735309,"score_spread":0.2178454653037567,"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."}}