{"id":"W2010041119","doi":"10.1016/j.mrgentox.2003.07.007","title":"Strategy for genotoxicity testing and stratification of genotoxicity test results—report on initial activities of the IWGT Expert Group","year":2003,"lang":"en","type":"article","venue":"Mutation Research/Genetic Toxicology and Environmental Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Genotoxicity; Test (biology); Pharmacology; Computational biology; Toxicology; Genetics; Biology; Internal medicine; Medicine; Toxicity; Ecology","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":[0.0007532091,0.0001774393,0.0002056246,0.00008329939,0.0003236582,0.00001911143,0.0001261234,0.0002062102,0.00001562105],"category_scores_gemma":[0.0005759865,0.0001554325,0.00006686895,0.0001146678,0.000756847,0.000008598626,0.00009531384,0.0001170717,3.09669e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004417767,"about_ca_system_score_gemma":0.00009505632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004800345,"about_ca_topic_score_gemma":0.00008539286,"domain_scores_codex":[0.9981362,0.0003508946,0.0004489787,0.0004931714,0.0002867557,0.0002840438],"domain_scores_gemma":[0.9988341,0.0004632035,0.0002313465,0.0003438998,0.00004449962,0.00008291372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000193067,0.0003881723,0.008188817,0.00004379865,0.00004539858,0.000005118951,0.0001539084,0.0006897043,0.9833696,0.0000868423,0.00003342257,0.00680212],"study_design_scores_gemma":[0.0007030286,0.001824106,0.2231332,0.00001136399,0.00001975116,0.00006159632,0.0008956525,0.0002199342,0.7726418,0.0002115903,0.0001491937,0.0001288049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997177,0.0003479974,0.0007973432,0.00006294674,0.00005138309,0.000904377,0.0003843549,0.000003975572,0.00027061],"genre_scores_gemma":[0.9974746,0.0001745569,0.001845108,0.00005507375,0.00004938531,0.000168431,0.00008188804,0.00002005467,0.0001309574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149444,"threshold_uncertainty_score":0.6338353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05482821724203415,"score_gpt":0.3327596378646681,"score_spread":0.2779314206226339,"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."}}