{"id":"W2889864648","doi":"10.1289/ehp3997","title":"Opportunities and Challenges for Dietary Arsenic Intervention","year":2018,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"National Institute of General Medical Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Food and Drug Administration; National Institute of Environmental Health Sciences; Dartmouth College","keywords":"Environmental health; Arsenic; Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0332849,0.001151188,0.001288988,0.001482392,0.003042187,0.006257217,0.00475557,0.0116223,0.0215013],"category_scores_gemma":[0.03275445,0.0005197052,0.002126295,0.001175434,0.006207213,0.008281363,0.01183005,0.01143365,0.002705196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004164163,"about_ca_system_score_gemma":0.04095475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006357956,"about_ca_topic_score_gemma":0.01042314,"domain_scores_codex":[0.9811077,0.01300932,0.0008155866,0.00176996,0.001918049,0.00137939],"domain_scores_gemma":[0.9735183,0.01635159,0.00153255,0.001406394,0.003176596,0.00401456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000553623,0.002710569,0.008624095,0.006116259,0.000413644,0.0007661521,0.002967478,0.004055109,0.002723896,0.1691696,0.1066649,0.6952348],"study_design_scores_gemma":[0.000508071,0.001845098,0.006754859,0.01010913,0.0002388171,0.0005743982,0.01296682,0.003313191,0.00166285,0.4508855,0.5109854,0.0001557957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005158825,0.02990329,0.02389148,0.9204152,0.002433091,0.0005212913,0.0002445585,0.0002733982,0.01715885],"genre_scores_gemma":[0.2407481,0.1439555,0.2629009,0.3202935,0.008787283,0.008760983,0.0009461063,0.0002471922,0.01336038],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0332849,"threshold_uncertainty_score":0.1760294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07193742009256478,"score_gpt":0.3041033372023449,"score_spread":0.2321659171097801,"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."}}