{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422709,0.0007727112,0.001717281,0.002981656,0.0001710141,0.0007037193,0.000652689,0.0008555056,0.002087122],"category_scores_gemma":[0.002186036,0.0003417781,0.0009475558,0.002680558,0.0004136025,0.0007175092,0.0005467419,0.0008910795,0.0008673175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299207,"about_ca_system_score_gemma":0.001281119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319533,"about_ca_topic_score_gemma":0.004396857,"domain_scores_codex":[0.9996057,0.0001109185,0.00008132542,0.00008347757,0.0001002749,0.00001842213],"domain_scores_gemma":[0.9987652,0.0007469422,0.0001544401,0.00002925703,0.0002720988,0.00003210704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001827526,0.00004544893,0.000754778,0.07220954,0.000760059,0.00008623646,0.00009554541,0.0002647111,0.001243513,0.002054604,0.01074809,0.9115548],"study_design_scores_gemma":[0.00005305681,0.0002897587,0.006759965,0.02891337,0.002228122,0.001307889,0.0001478397,0.0001242248,0.001749687,0.002326992,0.9560417,0.00005751107],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001178954,0.9993762,0.00004279428,0.00009899736,0.00006219373,0.000002544353,0.00002196322,0.000002362397,0.0002750273],"genre_scores_gemma":[0.0005587144,0.9991077,0.00007323085,0.00007614028,0.00004205483,0.000004227118,0.00002005519,8.74238e-7,0.0001170059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002981656,"threshold_uncertainty_score":0.007524073,"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."}}