{"id":"W2168537988","doi":"10.1093/aje/kwr062","title":"A Prospective Study of Arsenic Exposure From Drinking Water and Incidence of Skin Lesions in Bangladesh","year":2011,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mailman School of Public Health, Columbia University; National Institute of Environmental Health Sciences; National Institutes of Health; National Cancer Institute; York University; University of Chicago","keywords":"Medicine; Hazard ratio; Arsenic; Confidence interval; Incidence (geometry); Arsenic poisoning; Prospective cohort study; Cohort study; Cohort; Proportional hazards model; Environmental health; Surgery; Internal medicine","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":[0.001137382,0.00006692584,0.0003934574,0.00007377018,0.00001883526,5.809978e-7,0.0001199827,0.00002664391,0.0002287055],"category_scores_gemma":[0.0003833942,0.00004708573,0.0000379639,0.0001095477,0.0004063564,0.0001050672,0.000084875,0.0001371571,0.000001762902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004764841,"about_ca_system_score_gemma":0.000009805776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132699,"about_ca_topic_score_gemma":0.00154644,"domain_scores_codex":[0.9984986,0.0005197291,0.0006394473,0.0001317697,0.00008769467,0.0001227583],"domain_scores_gemma":[0.9987522,0.0004431232,0.0006300238,0.0001019716,0.00002355064,0.00004914278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005477511,0.0001355538,0.9518232,6.978152e-7,0.00001755463,0.000006820272,0.01712167,0.00004656285,0.003945065,0.00005772702,0.000006418008,0.02678396],"study_design_scores_gemma":[0.0003799303,0.00125239,0.9864639,0.00002265774,0.00001806861,0.00001683818,0.007571179,0.00006909138,0.001697359,0.002449106,0.00001277628,0.00004668043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989566,0.00003541227,0.0005839657,0.0000802787,0.00003209272,0.0001032099,7.634116e-7,0.000001490021,0.0002062056],"genre_scores_gemma":[0.9967737,0.00003228999,0.003095638,0.00007352372,0.000009595101,0.000002779978,5.316728e-7,0.000003710898,0.000008240941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03464072,"threshold_uncertainty_score":0.4735724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536483032749238,"score_gpt":0.2753799300774534,"score_spread":0.250015099749961,"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."}}