{"id":"W6903195549","doi":"10.1021/acs.est.3c10129.s001","title":"Subchronic Exposure\\nto Regulated Trihalomethanes and\\nHaloacetic Acids: Do We Need to Refine Our Exposure Assessment? A\\nFull-Scale Case Study in a Canadian Municipality","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haloacetic acids; Trihalomethane; Hazard; Hazard quotient; Public health; Risk assessment; Estimation","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":[0.001870948,0.0006164214,0.0005076274,0.0009339832,0.003659669,0.001543926,0.001825225,0.001106238,0.001140569],"category_scores_gemma":[0.002237503,0.0002209101,0.0006308065,0.002163774,0.001363957,0.0007604452,0.001209108,0.0007150273,0.0001340679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02771253,"about_ca_system_score_gemma":0.01553919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9602294,"about_ca_topic_score_gemma":0.9822542,"domain_scores_codex":[0.9982388,0.0003496804,0.00005314367,0.0002480467,0.0006319136,0.0004783854],"domain_scores_gemma":[0.9985433,0.0002169261,0.0001787172,0.00007883961,0.0008268126,0.0001555161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006182677,0.001400958,0.7489539,0.001485232,0.0004218471,0.01767745,0.0281938,0.0266684,0.03839629,0.004987015,0.009767118,0.1214296],"study_design_scores_gemma":[0.00006762406,0.00154278,0.8124057,0.0003886115,0.0005436366,0.002431646,0.09560443,0.01778905,0.0141973,0.002413323,0.05238244,0.0002334266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854893,0.000747181,0.002914074,0.001830349,0.00002606698,0.0004749781,0.0008965411,0.00003462425,0.007586963],"genre_scores_gemma":[0.9843845,0.001818777,0.007019439,0.0005899185,0.00001175098,0.0001603373,0.0006569917,0.00001994447,0.005338361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0397706,"threshold_uncertainty_score":0.2010694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340242082885258,"score_gpt":0.2974462175846788,"score_spread":0.2740437967558262,"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."}}