{"id":"W2913462050","doi":"10.3390/ijerph16030471","title":"Exposure Characterization of Haloacetic Acids in Humans for Exposure and Risk Assessment Applications: An Exploratory Study","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Haloacetic acids; Risk assessment; Exposure assessment; Characterization (materials science); Environmental health; Environmental science; Medicine; Computer science; Nanotechnology; Environmental engineering; Materials science; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.001883083,0.00008106488,0.0001479328,0.0002044165,0.00008636479,0.00006751692,0.0001573353,0.00003491946,0.0001819721],"category_scores_gemma":[0.00001810347,0.00006933333,0.00002284131,0.00008245791,0.000107566,0.0007747034,0.0000949746,0.0001665918,0.000004760488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576411,"about_ca_system_score_gemma":0.00005049196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007075909,"about_ca_topic_score_gemma":0.0001373982,"domain_scores_codex":[0.9983309,0.0002845185,0.0003850483,0.0001938692,0.0006158525,0.000189803],"domain_scores_gemma":[0.9993763,0.00007463636,0.0002387866,0.0001079003,0.00002913411,0.0001732523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006707109,0.001912169,0.962842,0.000008713555,0.00002842031,0.000001339989,0.001599897,0.000008039836,0.006140452,0.00004344849,0.000003905053,0.02734447],"study_design_scores_gemma":[0.001626898,0.003335198,0.9901998,0.00001285515,0.000003150772,0.000005215584,0.003387366,0.00005897312,0.00009116026,0.0004201104,0.0008061611,0.00005312021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998076,0.00007992337,0.0005396447,0.0003815375,0.00005664141,0.0007609881,0.00004731709,0.000002371258,0.00005563357],"genre_scores_gemma":[0.9986089,0.000933182,0.0002239897,0.00002655422,0.00004797009,0.00006171255,0.00004476169,0.000008242762,0.00004461867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02735772,"threshold_uncertainty_score":0.2827331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486437202581637,"score_gpt":0.362973810629298,"score_spread":0.3181094386034816,"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."}}