{"id":"W2158011729","doi":"10.1136/jech.2008.085597","title":"Reporting results of human biomonitoring of environmental chemicals to study participants: a comparison of approaches followed in two Canadian studies","year":2010,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Statistics Canada; Health Canada","funders":"Canadian Institutes of Health Research","keywords":"Biomonitoring; Environmental health; Medicine; Legislation; Population; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1880645,0.0009224152,0.001797547,0.01144385,0.0101838,0.009006144,0.007612174,0.001696646,0.001664042],"category_scores_gemma":[0.2915186,0.001363146,0.002844283,0.02276365,0.004914886,0.002139121,0.008308715,0.002431447,0.0001752476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08098402,"about_ca_system_score_gemma":0.180738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666206,"about_ca_topic_score_gemma":0.980497,"domain_scores_codex":[0.8414931,0.07118647,0.02642381,0.005867667,0.04849494,0.006533924],"domain_scores_gemma":[0.6798143,0.1066892,0.03177803,0.02070866,0.151857,0.00915277],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002756414,0.0002522227,0.5425138,0.0140923,0.003183119,0.0008411782,0.2121026,0.0006365762,0.001206751,0.01286119,0.00692609,0.2026276],"study_design_scores_gemma":[0.0003792512,0.0005534648,0.8834182,0.01025978,0.002339485,0.0003661313,0.06694668,0.0004423422,0.001571343,0.001044883,0.03231494,0.0003633968],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7451724,0.1103226,0.01773009,0.02314041,0.001252622,0.01026188,0.007319412,0.0002720038,0.0845286],"genre_scores_gemma":[0.9416113,0.029552,0.0179006,0.003077536,0.00008914,0.003241218,0.002126798,0.0001667885,0.002234586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8119355,"threshold_uncertainty_score":0.994592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4955438273750543,"score_gpt":0.5626556952202889,"score_spread":0.06711186784523465,"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."}}