{"id":"W4386913431","doi":"10.1021/envhealth.3c00090","title":"Effects of Dietary Intake of Arsenosugars and Other Organic Arsenic Species on Studies of Arsenic Methylation Efficiency in Humans","year":2023,"lang":"en","type":"review","venue":"Environment & Health","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates; Alberta Health","keywords":"Arsenic; Methylation; Urine; Chemistry; Environmental chemistry; Inorganic arsenic; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008492855,0.0003327649,0.001421194,0.0002570963,0.00006021035,0.000002563741,0.0001766659,0.0001385735,0.0002114759],"category_scores_gemma":[0.0001072262,0.0002909191,0.0001753956,0.0003965397,0.0004586636,0.00005660405,0.000197885,0.000236288,0.00006276035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005408889,"about_ca_system_score_gemma":0.0000495398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100714,"about_ca_topic_score_gemma":0.0002200524,"domain_scores_codex":[0.9970696,0.0004229809,0.001235322,0.0004934292,0.0005093923,0.0002692848],"domain_scores_gemma":[0.9977408,0.000656148,0.001183505,0.0003459181,0.00000372126,0.00006988135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002631619,0.001100659,0.002920097,0.03216238,0.0003143597,0.00000775336,0.009261649,0.0002653538,0.002049363,0.0005562244,0.0001716199,0.9511642],"study_design_scores_gemma":[0.005122018,0.007058441,0.5637088,0.05985924,0.002143144,0.00001363572,0.005029848,0.0002147142,0.002949561,0.001430052,0.3495377,0.002932874],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1057547,0.8912191,0.00006144791,0.00007176594,0.0001737206,0.002375088,0.00004638421,0.00002468826,0.0002730684],"genre_scores_gemma":[0.03971844,0.9595478,0.0001115188,0.00004168328,0.00001652056,0.00004418369,0.00002161734,0.00004449327,0.0004537045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9482313,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06819823316075954,"score_gpt":0.3349291929905399,"score_spread":0.2667309598297803,"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."}}