{"id":"W4366083909","doi":"10.1128/aem.00105-23","title":"Serratia marcescens Colonization in a Neonatal Intensive Care Unit Has Multiple Sources, with Sink Drains as a Major Reservoir","year":2023,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":37,"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; Government of Canada; Polytechnique Montréal; Centre hospitalier universitaire Sainte-Justine; Aix-Marseille Université; California HIV/AIDS Research Program","keywords":"Serratia marcescens; Sink (geography); Colonization; Outbreak; Neonatal intensive care unit; Intensive care; Biology; Microbiology; Medicine; Intensive care medicine; Pediatrics; Virology; Geography; Escherichia coli","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00003085834,0.0001498928,0.0001990333,0.0001132861,0.0001282495,0.00001197978,0.00004316401,0.0001138233,0.00007935641],"category_scores_gemma":[0.000007159542,0.0001216223,0.00002164388,0.0001392846,0.0003243679,0.0000302984,0.0001232345,0.0001739192,0.000159437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006084516,"about_ca_system_score_gemma":0.00002231286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004181117,"about_ca_topic_score_gemma":0.0008889491,"domain_scores_codex":[0.9992837,0.00001909786,0.0001384234,0.0002829111,0.00003686004,0.0002390112],"domain_scores_gemma":[0.9997303,0.00003404301,0.00003990671,0.0001128088,0.00001112266,0.00007178393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006038283,0.00004281187,0.1546444,0.00008204096,0.00006855839,0.0002154306,0.006891238,0.00006727238,0.836267,0.00008363089,0.0002008996,0.0008329137],"study_design_scores_gemma":[0.01838893,0.002736435,0.4965053,0.0003182468,0.0002501873,0.004796836,0.1272795,0.0002565628,0.1576461,0.0003359787,0.1903494,0.001136384],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983305,0.0001604107,0.00001937496,0.0005891845,0.00003631852,0.0004385129,0.0001441881,0.0000539037,0.0002275766],"genre_scores_gemma":[0.9963198,0.00006945772,0.00005886424,0.0007728321,0.00002599062,0.00005099378,0.001991635,0.00002254711,0.0006879219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6786209,"threshold_uncertainty_score":0.4959613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184935791829812,"score_gpt":0.2146590873349247,"score_spread":0.2028097294166266,"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."}}