{"id":"W4210757788","doi":"10.47339/ephj.2021.200","title":"Lead in drinking water","year":2021,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Centre for Disease Control; British Columbia Institute of Technology","keywords":"Flushing; Lead (geology); Environmental science; Toxicology; Lead exposure; Environmental health; Animal science; Environmental engineering; Environmental chemistry; Chemistry; Medicine; Biology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004036281,0.0003172958,0.0002252084,0.001530771,0.0004120144,0.001000665,0.0005029375,0.0003435234,0.01107718],"category_scores_gemma":[0.001092464,0.0001182308,0.000177181,0.003067862,0.0003007614,0.00052935,0.0005328422,0.0002510771,0.002965846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009895505,"about_ca_system_score_gemma":0.001062922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091578,"about_ca_topic_score_gemma":0.007618654,"domain_scores_codex":[0.9991134,0.0001077926,0.00008298603,0.0001848834,0.000443228,0.00006772612],"domain_scores_gemma":[0.9991838,0.000153118,0.000203984,0.00005167186,0.0003773149,0.0000299292],"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":[0.0008992775,0.0002236975,0.3453542,0.003658959,0.0001251957,0.001110034,0.001365055,0.002035555,0.0538552,0.003740893,0.02760608,0.5600258],"study_design_scores_gemma":[0.00004553071,0.0008737345,0.323616,0.0007813715,0.0002350995,0.002137044,0.001629689,0.001793352,0.1155541,0.005482235,0.5477757,0.00007612664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6980047,0.01920981,0.03248153,0.003964198,0.0008148956,0.0007521154,0.06509706,0.002980909,0.1766949],"genre_scores_gemma":[0.9288608,0.01061659,0.01359503,0.0006457164,0.0001248288,0.0001982796,0.01353131,0.0001469386,0.03228052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01107718,"threshold_uncertainty_score":0.0370568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246100838436096,"score_gpt":0.2580744951814929,"score_spread":0.2256134867971319,"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."}}