{"id":"W2999609260","doi":"10.1289/ehp4495","title":"Trihalomethanes in Drinking Water and Bladder Cancer Burden in the European Union","year":2020,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Medical Research Council; Terveyden ja hyvinvoinnin laitos; École des Hautes Études en Santé Publique; Queen's University; National Institutes of Health; Università degli Studi di Palermo; Generalitat de Catalunya; Università degli Studi di Cagliari; Institut National de la Santé et de la Recherche Médicale; Universiteit Utrecht; Centres de Recerca de Catalunya","keywords":"European union; Environmental health; Bladder cancer; Cancer; Water pollutants; Medicine; Environmental science; Business; Environmental chemistry; Chemistry; Internal medicine; International trade","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004561496,0.000126377,0.0001134984,0.00003355747,0.0001127363,0.00002195251,0.00008870137,0.00002241749,0.0005558656],"category_scores_gemma":[0.000002760132,0.00008141438,0.00002230715,0.00009548259,0.00013486,0.0001893574,0.0001026894,0.0001406425,0.0001094989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003360137,"about_ca_system_score_gemma":0.000002354886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002650482,"about_ca_topic_score_gemma":0.000618619,"domain_scores_codex":[0.9985131,0.0005800597,0.0001510102,0.0003297847,0.0001614611,0.0002645799],"domain_scores_gemma":[0.9997963,0.00002080417,0.00002939128,0.00008181673,2.739304e-7,0.00007145371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003329331,0.0003113841,0.6643723,0.00001441598,0.0000100319,0.00004265728,0.2990319,0.0007351551,0.006913241,0.00001845427,0.0001383443,0.02837888],"study_design_scores_gemma":[0.0008398661,0.0001927223,0.9704272,0.00001313043,0.000004381166,0.000006012969,0.02564728,0.00009721625,0.0004365027,0.0001260589,0.002073859,0.000135814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833013,0.0005894855,0.00001379675,0.01224226,0.00002255742,0.0003186044,0.000003081688,0.00001514161,0.003493771],"genre_scores_gemma":[0.9986343,0.0006333999,0.00003537592,0.0004953932,0.00008141811,0.00002370385,0.00001126646,0.00001287156,0.00007221107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3060549,"threshold_uncertainty_score":0.6086339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625545427206823,"score_gpt":0.2550171518744026,"score_spread":0.2387616976023344,"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."}}