{"id":"W4397040841","doi":"10.55529/jmhib.43.7.18","title":"Human Health Risk Assessment of Radionuclide Contamination in Drinking Water","year":2024,"lang":"en","type":"article","venue":"Journal of Mental Health Issues and Behavior","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contamination; Radionuclide; Radioactive contamination; Environmental health; Environmental science; Human health; Water contamination; Medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.003443884,0.0005187634,0.0007532968,0.004838765,0.0002903335,0.0013075,0.0004612296,0.0006889767,0.0009247353],"category_scores_gemma":[0.004157158,0.0001954412,0.001040942,0.002628838,0.0003177047,0.000651339,0.0004718459,0.0002760926,0.0001325461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008983231,"about_ca_system_score_gemma":0.001899917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002789055,"about_ca_topic_score_gemma":0.003089332,"domain_scores_codex":[0.9966739,0.00147757,0.0003659245,0.0002010922,0.001213709,0.00006779659],"domain_scores_gemma":[0.9958938,0.002560249,0.0005672319,0.00006829869,0.000886741,0.00002365378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000364547,0.0002440526,0.06783982,0.07049698,0.002871542,0.00154704,0.001711663,0.01262808,0.01548498,0.01117964,0.004065825,0.8115658],"study_design_scores_gemma":[0.0001774408,0.005011296,0.2116935,0.05475927,0.0146692,0.009713955,0.01227787,0.01818619,0.08116656,0.041797,0.5501214,0.0004263177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1219753,0.8230582,0.0206292,0.002457637,0.0002117792,0.0005025889,0.001818613,0.00008445859,0.02926232],"genre_scores_gemma":[0.6167503,0.3651479,0.01335816,0.0006419261,0.0002021043,0.0003181782,0.0007161666,0.00001480195,0.002850398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004838765,"threshold_uncertainty_score":0.01821321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319822734933719,"score_gpt":0.3996606953436818,"score_spread":0.3764624679943446,"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."}}