{"id":"W2940496379","doi":"10.1016/j.mrgentox.2019.03.008","title":"In vivo genotoxicity testing strategies: Report from the 7th International workshop on genotoxicity testing (IWGT)","year":2019,"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":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Genotoxicity; In vivo; Comet assay; Micronucleus test; Carcinogen; Pharmacology; Toxicology; Medicine; Chemistry; Toxicity; Biology; DNA damage; Internal medicine; Genetics","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":[0.02115455,0.002541181,0.00133674,0.002384041,0.0007599797,0.003515093,0.003052778,0.004087138,0.005014363],"category_scores_gemma":[0.002919738,0.0007045282,0.002021512,0.00150021,0.001534923,0.001873591,0.003841049,0.003678109,0.003290007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993568,"about_ca_system_score_gemma":0.005832768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005785192,"about_ca_topic_score_gemma":0.007289599,"domain_scores_codex":[0.9939939,0.001673297,0.0004324453,0.0007292684,0.002372904,0.0007979986],"domain_scores_gemma":[0.994886,0.0006647244,0.0005084174,0.0004798456,0.002787104,0.0006739259],"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":[0.001127946,0.001761145,0.005358376,0.00177974,0.0002105435,0.0007074813,0.0007579404,0.004068786,0.5869018,0.005085154,0.03306321,0.3591779],"study_design_scores_gemma":[0.0001427282,0.002552547,0.007826242,0.0005373406,0.0003592003,0.001161437,0.0004597091,0.001667012,0.6823076,0.002643296,0.3002391,0.0001038192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.171229,0.1554055,0.5161648,0.0366328,0.006586544,0.006483533,0.01029547,0.003235091,0.09396723],"genre_scores_gemma":[0.3054836,0.137437,0.3553457,0.01492481,0.001227165,0.003904127,0.02393321,0.001942754,0.1558017],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02115455,"threshold_uncertainty_score":0.1118773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787451520583985,"score_gpt":0.3144189358689379,"score_spread":0.2765444206630981,"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."}}