{"id":"W1989843733","doi":"10.1016/j.toxlet.2009.05.001","title":"Biomonitoring for occupational health risk assessment (BOHRA)☆","year":2009,"lang":"en","type":"review","venue":"Toxicology Letters","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":171,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biomonitoring; Commission; Occupational safety and health; Popularity; Environmental health; Occupational exposure; Health surveillance; Risk assessment; Public health; Business; Medicine; Political science; Public relations; Nursing; Management; Pathology; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006198116,0.0004677061,0.001077828,0.0001655347,0.0003110775,0.0000435047,0.0003465117,0.0004542439,0.00001660589],"category_scores_gemma":[0.00003985354,0.0004436853,0.0006953969,0.0001221743,0.00008089765,0.000003159612,0.0001321765,0.000320961,0.00001018714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958434,"about_ca_system_score_gemma":0.0008121538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001794992,"about_ca_topic_score_gemma":0.0000295987,"domain_scores_codex":[0.9974292,0.0003122493,0.0006423709,0.0007736624,0.0001730729,0.0006694761],"domain_scores_gemma":[0.9985727,0.00007942726,0.0006107194,0.0005260099,0.00005586415,0.0001552675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002735586,0.0001829167,0.0001210967,0.001654437,0.0005138455,0.000005997062,0.00001017022,0.00002626332,0.002488866,0.0000721383,0.02863614,0.9662608],"study_design_scores_gemma":[0.0003912108,0.0007194612,0.0003942281,0.000306162,0.0002588186,0.00003257546,0.000004896212,0.000005321634,0.0001074368,0.0000112465,0.9973475,0.0004211799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007119381,0.9828974,0.0119286,0.0008960762,0.0009511532,0.001867728,0.0006517321,0.00003003709,0.00006530963],"genre_scores_gemma":[0.0001646682,0.9851633,0.007698881,0.002694153,0.001575366,0.0005111477,0.002017991,0.00006192498,0.0001125826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9687113,"threshold_uncertainty_score":0.9998015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05013116302140767,"score_gpt":0.4202646678024958,"score_spread":0.3701335047810881,"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."}}