{"id":"W41563388","doi":"10.1006/taap.2000.8922","title":"DMPS–Arsenic Challenge Test","year":2000,"lang":"en","type":"article","venue":"Toxicology and Applied Pharmacology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":138,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"National Institute of Environmental Health Sciences; Battelle","keywords":"Arsenic; Urine; Chemistry; Urinary system; Toxicity; Arsenic toxicity; Oral administration; Toxicokinetics; Inorganic arsenic; Biochemistry; Pharmacology; Internal medicine; Medicine; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000126499,0.0001091961,0.0001228773,0.00002132835,0.0001581127,0.00000442705,0.00009772502,0.0001313252,0.08386488],"category_scores_gemma":[0.000004107905,0.0001091611,0.00001926271,0.00007573993,0.0002520473,0.00005232296,0.00006055778,0.0001550531,0.002065135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004069959,"about_ca_system_score_gemma":0.000008521514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004492054,"about_ca_topic_score_gemma":0.00002934919,"domain_scores_codex":[0.9992341,0.00003910595,0.0001435956,0.0002784909,0.00006160883,0.0002431262],"domain_scores_gemma":[0.9996639,0.000127466,0.00003580028,0.00007440067,0.000002245023,0.00009612653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001180271,0.0005542042,0.002101572,0.000008051923,0.00003093712,0.00002182206,0.001261451,0.0001341667,0.3471487,0.005878166,0.02606876,0.6166741],"study_design_scores_gemma":[0.00422777,0.0004792452,0.08503661,0.000002383576,0.0001128414,0.00009623426,0.0002034002,0.001763688,0.03780393,0.003911288,0.8657897,0.000572927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7651995,0.00003737145,0.00001956502,0.001970939,0.00009702086,0.0002177004,0.000002617572,0.00005984851,0.2323954],"genre_scores_gemma":[0.9894925,0.00021088,0.0001383555,0.003593967,0.00007176813,0.0000784556,0.000005970727,0.000008158875,0.006399928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.839721,"threshold_uncertainty_score":0.9987119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008910473191264047,"score_gpt":0.2488518458273186,"score_spread":0.2399413726360545,"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."}}