{"id":"W3000652339","doi":"10.1016/j.mrgentox.2020.503134","title":"Summary of major conclusions from the 7th International Workshop on Genotoxicity Testing (IWGT), Tokyo, Japan","year":2020,"lang":"en","type":"editorial","venue":"Mutation Research/Genetic Toxicology and Environmental Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Genotoxicity; Medicine; Internal medicine","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":[0.0005652087,0.0003941272,0.0004126731,0.0001209778,0.0005165298,0.00006499331,0.0006915536,0.0008733502,0.000280607],"category_scores_gemma":[0.00105295,0.000346606,0.0001582502,0.0001704361,0.0008288173,0.000006665639,0.001114058,0.0007533206,0.00002387392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551315,"about_ca_system_score_gemma":0.0002561954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000229062,"about_ca_topic_score_gemma":0.0002024758,"domain_scores_codex":[0.9963167,0.0006612788,0.0005521841,0.0009947505,0.001011329,0.0004638091],"domain_scores_gemma":[0.9973069,0.001576276,0.0002720336,0.0005474619,0.0000876023,0.0002097708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006498335,0.0004144626,0.004629869,0.00004698207,0.0006465391,0.00006792563,0.0004156486,0.0007846807,0.7311366,0.000008282789,0.2393886,0.02181059],"study_design_scores_gemma":[0.004143433,0.004363947,0.1611896,0.0002877324,0.000538068,0.00003350246,0.004942641,0.001277193,0.1965193,0.0004051634,0.6246815,0.001617857],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525701,0.002256049,0.000328977,0.001137382,0.03826691,0.001066169,0.0039516,0.00001717911,0.0004056423],"genre_scores_gemma":[0.9199358,0.002062864,0.0009515885,0.0005226752,0.07084164,0.0002291316,0.004593493,0.00009166323,0.000771123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5346172,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822243071576654,"score_gpt":0.30813250439564,"score_spread":0.2799100736798735,"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."}}