{"id":"W3111760244","doi":"10.1093/ofid/ofaa590","title":"Are Sink Drainage Systems a Reservoir for Hospital-Acquired Gammaproteobacteria Colonization and Infection? A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Centre hospitalier de l'Université Laval; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; McMaster University","funders":"National Research Council Canada; University of Toronto","keywords":"Gammaproteobacteria; Sink (geography); Medicine; Drainage; Colonization; Intensive care medicine; Biology; Microbiology; Bacteria; Ecology; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002915029,0.0007111517,0.00289493,0.00008230533,0.0003635078,0.0007579704,0.0005744648,0.0004055777,0.00001292518],"category_scores_gemma":[0.002109581,0.0006093562,0.0005180783,0.0003280653,0.0001191611,0.00004115455,0.0006722555,0.00009703033,0.00002357641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473857,"about_ca_system_score_gemma":0.0003426322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003796126,"about_ca_topic_score_gemma":0.00004828034,"domain_scores_codex":[0.9967434,0.0005348698,0.001094518,0.00101466,0.0001785708,0.0004339485],"domain_scores_gemma":[0.9963974,0.00008393086,0.002068223,0.0009057225,0.0002939235,0.0002508331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003496586,0.0001471963,0.0007544323,0.9880316,0.0007164371,0.00001632184,0.000005479041,6.517032e-7,0.00000646424,0.0001939052,0.009068141,0.001024466],"study_design_scores_gemma":[0.000515517,0.0006309713,0.0001226364,0.3814574,0.004120991,0.0000904391,0.00002532138,0.00000688617,0.000002316557,0.00006297838,0.6120551,0.0009094974],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001515008,0.9780324,0.0003300137,0.00009721709,0.000539877,0.01959206,0.0009466604,0.00007152346,0.0002387139],"genre_scores_gemma":[0.002349411,0.9895579,0.00003112937,0.0002476791,0.0002259462,0.004987595,0.001922222,0.0001705403,0.0005076251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6065742,"threshold_uncertainty_score":0.9996358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748757702467894,"score_gpt":0.3057907419799052,"score_spread":0.2883031649552263,"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."}}