{"id":"W1501323151","doi":"10.3390/pathogens4020390","title":"Environmental (Saprozoic) Pathogens of Engineered Water Systems: Understanding Their Ecology for Risk Assessment and Management","year":2015,"lang":"en","type":"review","venue":"Pathogens","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Biofilm; Biology; Legionella pneumophila; Legionella; Disinfectant; Water treatment; Naegleria; Microbial ecology; Naegleria fowleri; Opportunistic pathogen; Ecology; Microbiology; Pseudomonas aeruginosa; Protozoa; Environmental science; Bacteria; Environmental engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007174528,0.0005576363,0.0004340136,0.0006052848,0.0002800878,0.002398826,0.0004569717,0.0007820007,0.000602039],"category_scores_gemma":[0.0007633385,0.0002008275,0.0002653722,0.0004529259,0.0005136957,0.001556151,0.0008796003,0.0007280914,0.0002415442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302447,"about_ca_system_score_gemma":0.001553461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003894904,"about_ca_topic_score_gemma":0.003995372,"domain_scores_codex":[0.9994758,0.0001170582,0.00003001831,0.00008766703,0.0002290095,0.0000604415],"domain_scores_gemma":[0.9993877,0.0001298243,0.000212062,0.00004128541,0.0001732957,0.00005570488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002102409,0.0003504991,0.06914087,0.003092198,0.0001109705,0.0005437048,0.0007766896,0.03298787,0.3919197,0.01759759,0.002886021,0.4803836],"study_design_scores_gemma":[0.00004406126,0.002031733,0.2227389,0.00209036,0.0005358271,0.001764928,0.007269548,0.1517877,0.3226735,0.06999317,0.2187579,0.0003123174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7707032,0.06245747,0.1447277,0.006935094,0.0001768322,0.0002975154,0.001770402,0.0003228237,0.01260891],"genre_scores_gemma":[0.9016894,0.03708872,0.05741237,0.0004144891,0.00006096556,0.0001104338,0.0005558805,0.00002898186,0.002638856],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003894904,"threshold_uncertainty_score":0.009449959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0607156949114598,"score_gpt":0.3150657890013242,"score_spread":0.2543500940898644,"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."}}