{"id":"W2098048871","doi":"10.1128/aem.02125-07","title":"Detection of Viable but Nonculturable <i>Escherichia coli</i> O157:H7 Bacteria in Drinking Water and River Water","year":2008,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale","keywords":"Escherichia coli; Viable but nonculturable; Bacteria; Microbiology; Enterobacteriaceae; Tap water; Biology; Detection limit; Chemistry; Gene; Chromatography; Biochemistry","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":[0.0006974459,0.0005789392,0.0006952583,0.0006284281,0.0001824174,0.0005452834,0.0004523469,0.0007432328,0.0005869489],"category_scores_gemma":[0.0006911446,0.0003764228,0.0002593097,0.0003074674,0.0004611269,0.0004429141,0.0004386168,0.0005767305,0.0004644038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706105,"about_ca_system_score_gemma":0.0002534708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005435479,"about_ca_topic_score_gemma":0.001068341,"domain_scores_codex":[0.9989848,0.0001917321,0.00005730965,0.0002302318,0.0004326585,0.0001032931],"domain_scores_gemma":[0.9994803,0.0001795401,0.00008985114,0.0000344651,0.0001472471,0.00006857458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000190456,0.00001614923,0.0009838354,0.00005545513,0.000003062218,0.00002288811,0.00003077428,0.00002675853,0.9964918,0.00002682172,0.00002137678,0.002302042],"study_design_scores_gemma":[0.000004554479,0.0002840439,0.006251395,0.00001211434,0.00001293216,0.0001941281,0.00007693817,0.0006772942,0.9915549,0.00004997222,0.0008694557,0.00001224203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703632,0.002121343,0.123852,0.0001970746,0.0000674992,0.0002197943,0.0007903691,0.0002981487,0.002090704],"genre_scores_gemma":[0.8322163,0.002354892,0.1574982,0.0003183312,0.00004327498,0.0003366852,0.001683416,0.00007479763,0.005474238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007432328,"threshold_uncertainty_score":0.003688514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004676449958344776,"score_gpt":0.1742238086833381,"score_spread":0.1695473587249934,"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."}}