{"id":"W2131526460","doi":"10.1093/aje/kwq366","title":"Arsenic Exposure, Dietary Patterns, and Skin Lesion Risk in Bangladesh: A Prospective Study","year":2010,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Cancer Institute; Mailman School of Public Health, Columbia University; National Institutes of Health; York University","keywords":"Gourd; Lesion; Medicine; Incidence (geometry); Quartile; Arsenic toxicity; Hazard ratio; Environmental health; Arsenic; Physiology; Biology; Toxicity; Internal medicine; Surgery; Food science; Confidence interval","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":[0.002365,0.00009613816,0.0003488439,0.00007706228,0.00004697369,0.00000300498,0.0001141615,0.00003749223,0.0002059006],"category_scores_gemma":[0.0009833345,0.00007516282,0.00004950038,0.0001331268,0.000322564,0.0001301273,0.0000682252,0.0004640265,0.00001004141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885005,"about_ca_system_score_gemma":0.00001164907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215236,"about_ca_topic_score_gemma":0.003354982,"domain_scores_codex":[0.9982453,0.0007643442,0.0005203892,0.0001943707,0.00009742943,0.0001781888],"domain_scores_gemma":[0.9984125,0.0006949088,0.000653407,0.0001245302,0.00001447292,0.0001002069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003731948,0.00009526541,0.8096233,4.817368e-7,0.000009842222,0.00001218575,0.0009633512,0.00002736928,0.0003977583,0.00002070117,0.00005280638,0.1887596],"study_design_scores_gemma":[0.0005758693,0.001231611,0.9944896,0.000006442613,0.00001662566,0.00007759577,0.002188832,0.0002003026,0.00002810421,0.0008221011,0.0002871457,0.00007583233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984319,0.00003493244,0.0005904276,0.0004891088,0.0001258303,0.0001537511,0.000001894155,0.000004338351,0.0001678329],"genre_scores_gemma":[0.9977046,0.0001254119,0.001755946,0.0003264365,0.00005104291,0.000005369212,8.916158e-7,0.000006309091,0.00002400833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886838,"threshold_uncertainty_score":0.3065051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662529806726874,"score_gpt":0.2905074683420817,"score_spread":0.273882170274813,"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."}}