{"id":"W2113648224","doi":"10.1128/aem.00486-09","title":"Thermotolerant Coliforms Are Not a Good Surrogate for <i>Campylobacter</i> spp. in Environmental Water","year":2009,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Campylobacter; Campylobacter jejuni; Feces; Fecal coliform; Campylobacter coli; Biology; Veterinary medicine; Indicator bacteria; Microbiology; Surface water; Indicator organism; Bacteria; Water quality; Ecology; Environmental science; Environmental engineering; Medicine","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":[0.001015251,0.0003737686,0.000353202,0.000803876,0.0004215211,0.001352632,0.0003489715,0.0004228673,0.0008268791],"category_scores_gemma":[0.002409814,0.000274046,0.0001513233,0.001038567,0.0006755276,0.0004816327,0.0002797425,0.0003003686,0.0002945921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007836307,"about_ca_system_score_gemma":0.0006238207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07273192,"about_ca_topic_score_gemma":0.1370646,"domain_scores_codex":[0.9986494,0.0002829267,0.00009845102,0.0002479193,0.0005532937,0.0001680051],"domain_scores_gemma":[0.9980472,0.0005237178,0.0005942395,0.0001190571,0.0005569559,0.000158717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570673,0.00003732006,0.9476974,0.00009317765,0.00005425476,0.00008695107,0.0001800833,0.0002694707,0.03992456,0.00002835285,0.0001510729,0.01132022],"study_design_scores_gemma":[0.000002299862,0.0002072769,0.9907445,0.000024291,0.00002354001,0.0002436259,0.0004085464,0.0007243755,0.006770583,0.00003334255,0.0008096088,0.000008006532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963632,0.0006160988,0.001418164,0.00005629339,0.0000111304,0.00002497068,0.0003432692,0.00002045737,0.001146449],"genre_scores_gemma":[0.9977848,0.000195799,0.001229809,0.00006080228,0.000009689974,0.00001129355,0.0003041929,0.000004850519,0.0003988182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07273192,"threshold_uncertainty_score":0.1446171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007588320597347779,"score_gpt":0.1697089077003391,"score_spread":0.1621205871029913,"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."}}