{"id":"W3023622409","doi":"10.1016/b978-0-12-411604-7.00010-6","title":"Genotoxicity","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Genotoxicity; Medicine; Internal medicine; Toxicity","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":[0.0002027419,0.0004516344,0.0004144362,0.00006539104,0.0001084922,0.00003723991,0.0003161007,0.0005891446,0.0002099888],"category_scores_gemma":[0.00001047108,0.0004515293,0.000398941,0.000005181654,0.000127781,5.146086e-7,0.0002842177,0.0002727661,0.0001776692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004012821,"about_ca_system_score_gemma":0.000131606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.017679e-7,"about_ca_topic_score_gemma":0.00005710651,"domain_scores_codex":[0.9983866,0.00002616229,0.00034363,0.000655952,0.0002662277,0.0003213857],"domain_scores_gemma":[0.998643,0.000008259773,0.0001941557,0.0008892269,0.0001039711,0.0001614114],"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":[0.00003289458,0.000009347515,0.00001057301,0.00006684795,0.0002090173,0.00001329337,0.00001827572,0.00000288358,0.0516657,0.003329485,0.00194343,0.9426982],"study_design_scores_gemma":[0.0002374608,0.0002041788,0.00002824186,0.00004913826,0.00007801202,0.00002599032,0.000001540838,0.000002655711,0.01359892,0.00122369,0.9840238,0.000526362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001268978,0.001008296,0.0001673668,0.00003532082,0.000282327,0.0004443367,0.00007875039,0.00002479872,0.9966898],"genre_scores_gemma":[0.01544821,0.0001683701,0.0003472442,0.0009898538,0.001195054,0.0000305965,0.0002097999,0.0001142472,0.9814966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9820804,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046067566567877,"score_gpt":0.2358306677889692,"score_spread":0.2253699921232904,"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."}}