{"id":"W2099829048","doi":"10.1016/s0009-9120(01)00282-x","title":"Caveats in hair analysis in chronic arsenic poisoning","year":2002,"lang":"en","type":"review","venue":"Clinical Biochemistry","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":132,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Arsenic; Arsenic poisoning; Hair analysis; Ingestion; Arsenic toxicity; Urine; Contamination; Arsenic contamination of groundwater; Medicine; Chemistry; Pathology; Internal medicine; Biology; Ecology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006992779,0.0002905891,0.001203136,0.0001186959,0.000029651,0.00001867595,0.0003669397,0.0006448797,0.002742845],"category_scores_gemma":[0.0003571916,0.0002774692,0.000703477,0.001350342,0.0001943651,0.00005294682,0.0002146098,0.0007632775,0.0005960624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347671,"about_ca_system_score_gemma":0.000113248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006673105,"about_ca_topic_score_gemma":0.0004234537,"domain_scores_codex":[0.9971428,0.000170575,0.001336241,0.0008086059,0.0002240225,0.0003177739],"domain_scores_gemma":[0.9986132,0.0003398341,0.0003882944,0.0005216597,0.000004770345,0.000132181],"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":[8.669624e-7,0.00008187742,0.002878986,0.0004297413,0.00005847344,0.00002932431,0.00001630766,0.00002107386,0.00000645895,0.000001608321,0.0003122175,0.9961631],"study_design_scores_gemma":[0.0006735282,0.00003735762,0.004434028,0.003407469,0.0009808501,0.000009891013,0.00003066679,0.00197585,0.00002799352,0.00001807179,0.9875916,0.0008127207],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004895942,0.9864381,0.00001892458,0.00004215679,0.000100877,0.000308716,0.00001413214,0.00003278576,0.008148355],"genre_scores_gemma":[0.0209848,0.9749972,0.00008051941,0.00004543645,0.00009703288,0.00004481791,0.0001681829,0.00001941742,0.003562556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9953504,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05846624044188532,"score_gpt":0.3856030524986703,"score_spread":0.327136812056785,"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."}}