{"id":"W2155109335","doi":"10.1054/mehy.1999.0907","title":"New aspects in genotoxic risk assessment of styrene exposure – a working hypothesis","year":2000,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Styrene; Risk assessment; Occupational exposure; Toxicology; Medicine; Biology; Environmental health; Chemistry; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009430644,0.001381982,0.001665522,0.003242317,0.001142589,0.004822323,0.004296659,0.005053464,0.004468767],"category_scores_gemma":[0.007762181,0.0005648042,0.001115859,0.001136299,0.0115012,0.01296448,0.002311596,0.003506241,0.001035575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225934,"about_ca_system_score_gemma":0.001597314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004386659,"about_ca_topic_score_gemma":0.0002702987,"domain_scores_codex":[0.9977692,0.0009391359,0.0002101271,0.000434805,0.0005301828,0.0001165147],"domain_scores_gemma":[0.989552,0.006813613,0.0008674218,0.0008616602,0.001429132,0.0004762982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00257634,0.002014894,0.03212458,0.004140978,0.0006762953,0.00640571,0.002275287,0.01267591,0.05635555,0.5567799,0.008716602,0.3152579],"study_design_scores_gemma":[0.0001222826,0.001026411,0.005037243,0.0003340433,0.0002179117,0.002973989,0.001306424,0.007591404,0.01174708,0.9398689,0.02963164,0.0001426614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1757541,0.2025947,0.3675347,0.2145412,0.004942749,0.0002789032,0.0006319228,0.0004398362,0.03328194],"genre_scores_gemma":[0.7604352,0.1100916,0.08310998,0.02076983,0.01618734,0.0005250311,0.0005489918,0.00008765961,0.008244371],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009430644,"threshold_uncertainty_score":0.0498746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475750388920769,"score_gpt":0.263318045322904,"score_spread":0.2485605414336964,"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."}}