{"id":"W2152676942","doi":"10.1017/ice.2014.46","title":"Impact of Electronic Faucets and Water Quality on the Occurrence of<i>Pseudomonas aeruginosa</i>in Water: A Multi-Hospital Study","year":2014,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Armand Frappier Museum; Institut National de la Recherche Scientifique; Centre Hospitalier Universitaire Sainte-Justine; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pseudomonas aeruginosa; Water quality; Contamination; Medicine; Environmental science; Veterinary medicine; Toxicology; Microbiology; Bacteria; Biology; Ecology","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":[0.002125368,0.0001731826,0.0004534402,0.00006171688,0.00006990954,0.000006409911,0.00009768089,0.0001421575,0.000007127172],"category_scores_gemma":[0.0007348798,0.00008667615,0.0001265589,0.00003917688,0.0002813356,0.000007745448,0.00008520845,0.0002156904,0.000002505614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001563433,"about_ca_system_score_gemma":0.00002643833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136627,"about_ca_topic_score_gemma":0.0001842832,"domain_scores_codex":[0.9977523,0.0009423206,0.0004371762,0.0003661862,0.0000726285,0.0004293894],"domain_scores_gemma":[0.999142,0.000349628,0.0001147043,0.0002398103,0.00008964986,0.00006421717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002421737,0.0005283292,0.9403421,0.00001684757,0.0001232317,5.747161e-7,0.0002444201,0.0001144461,0.05585625,0.0003952543,0.00003973845,0.002096584],"study_design_scores_gemma":[0.003003514,0.008903983,0.9754703,0.000009682671,0.00002025771,0.000004741395,0.00005106183,0.0005791548,0.01100594,0.0004345549,0.0003270473,0.0001897576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977109,0.0002275248,0.0005481552,0.0008853822,0.00008653789,0.0004873417,0.00001310813,0.000005250085,0.00003575501],"genre_scores_gemma":[0.9995272,0.0002186617,0.000004558447,0.0001030563,0.00006117879,0.00004947163,0.00001779608,0.00000670387,0.00001132756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04485031,"threshold_uncertainty_score":0.3534551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046335067129016,"score_gpt":0.3349239872419972,"score_spread":0.3144606365707071,"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."}}