{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006247134,0.0006163436,0.0005511212,0.0007513118,0.001098122,0.001356364,0.000539101,0.0007604876,0.00174701],"category_scores_gemma":[0.002101841,0.0003694045,0.0004620188,0.001154856,0.0008707988,0.000601663,0.0007539942,0.0005143091,0.0002477305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003910575,"about_ca_system_score_gemma":0.00228451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1918594,"about_ca_topic_score_gemma":0.2420396,"domain_scores_codex":[0.9984433,0.0002835543,0.00009906051,0.000383259,0.0003554941,0.000435305],"domain_scores_gemma":[0.9969947,0.0004684463,0.0008933785,0.0001194488,0.0008338579,0.0006900782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002712088,0.0001180587,0.9967086,0.00002548348,0.00005802598,0.0001711088,0.000249499,0.00006313769,0.0009182594,0.000005380078,0.00006869124,0.001342537],"study_design_scores_gemma":[0.000006850971,0.0008939272,0.9974492,0.0000107705,0.00002466657,0.000159424,0.0008579401,0.0001730151,0.0002797991,0.000005116925,0.0001283059,0.00001097468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995357,0.0000662534,0.00006861928,0.00001870546,0.000002023487,0.00001946549,0.0001378423,0.00000343719,0.0001480179],"genre_scores_gemma":[0.9995598,0.00005241897,0.00008573218,0.0000347231,0.0000038566,0.000008550171,0.0001458224,0.000002389494,0.0001067345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1918594,"threshold_uncertainty_score":0.3814852,"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."}}