{"id":"W4414153264","doi":"10.1038/s41370-025-00803-0","title":"Identifying the known and unknown health hazard information for chemical disasters: a phased scoping review of the East Palestine, Ohio train derailment","year":2025,"lang":"en","type":"review","venue":"Journal of Exposure Science & Environmental Epidemiology","topic":"Pesticide Exposure and Toxicity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; McGill University","keywords":"Hazard; Public health; Hazard analysis; Environmental hazard; Community health; Occupational safety and health; Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006921308,0.0002853798,0.001605847,0.0000448967,0.0003973413,0.00003441807,0.0009243057,0.0001392813,0.00002439957],"category_scores_gemma":[0.0028155,0.00008824289,0.0005774311,0.0003738918,0.0009587852,0.0003263738,0.0002154833,0.0003952069,0.000001102243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735847,"about_ca_system_score_gemma":0.000291233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000560914,"about_ca_topic_score_gemma":0.00001250777,"domain_scores_codex":[0.9959882,0.0007798125,0.002165421,0.0002845041,0.000362973,0.0004190912],"domain_scores_gemma":[0.9945722,0.002137241,0.002948286,0.0001471759,0.00004020124,0.0001548517],"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":[0.00001246165,0.00006466917,0.0001613463,0.01408356,0.00003144252,3.982122e-7,0.0001127792,0.000002192838,0.0008322031,0.0001525273,0.0002289769,0.9843174],"study_design_scores_gemma":[0.0009039625,0.002139824,0.006035402,0.6212939,0.001033347,0.0008817206,0.0005253691,0.00002000228,0.0002309442,0.0008983044,0.3652139,0.0008233497],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002275381,0.9934452,0.0002478822,0.002218468,0.0003288549,0.001363294,0.00008731509,0.000004062943,0.0000295128],"genre_scores_gemma":[0.005703173,0.9920383,0.0004733599,0.001536056,0.0001736823,0.00003768359,0.00002779765,0.000001517612,0.0000084486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9834941,"threshold_uncertainty_score":0.359844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0748469138456206,"score_gpt":0.3569193640937283,"score_spread":0.2820724502481077,"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."}}