{"id":"W2098002038","doi":"10.1186/1471-2458-1-8","title":"A prospective study of rural drinking water quality and acute gastrointestinal illness","year":2001,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Association; Queen's University; BC Centre for Disease Control","funders":"Ministry of Environment; Queen's University","keywords":"Medicine; Odds ratio; Prospective cohort study; Environmental health; Water quality; Confidence interval; Epidemiology; Cohort study; Coliform bacteria; Contamination; Veterinary medicine; Internal medicine; Bacteria; Ecology; Biology","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":[0.001935242,0.0001030932,0.0002043931,0.0000353778,0.0001779202,0.00004150547,0.0001263744,0.00001744759,0.0002756381],"category_scores_gemma":[0.0000577807,0.00007214048,0.00002334371,0.0001485212,0.0001119462,0.0002717289,0.0001880267,0.000103086,0.00002479241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209955,"about_ca_system_score_gemma":0.00003090647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873489,"about_ca_topic_score_gemma":0.002112255,"domain_scores_codex":[0.9982555,0.0004494283,0.0003838675,0.0002131184,0.0003295408,0.0003685404],"domain_scores_gemma":[0.999439,0.00004069252,0.000109133,0.0001842132,0.00002318342,0.0002037745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002548577,0.0003613168,0.9874098,0.00001344794,0.000004568044,0.000001722377,0.007645881,0.000002887013,0.0001800197,0.0002206804,0.00002218108,0.004112036],"study_design_scores_gemma":[0.0007923425,0.0004090271,0.9934005,0.000007478316,0.000002345908,0.00003189737,0.004667135,0.00009916406,0.00004709215,0.0002313282,0.0002168342,0.00009491904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947758,0.000002276581,0.002326269,0.001486264,0.00003155616,0.0004651111,0.000002473315,0.0000375759,0.0008726394],"genre_scores_gemma":[0.9989935,0.000001575643,0.0004347777,0.0002719779,0.00001489112,0.00002227616,0.000005646033,0.000006139254,0.0002492352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005990662,"threshold_uncertainty_score":0.5855583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05832680018499123,"score_gpt":0.3367822072459367,"score_spread":0.2784554070609455,"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."}}