{"id":"W2579036414","doi":"10.1093/mutage/gew067","title":"Quantitative relationships between<i>lacZ</i>mutant frequency and DNA adduct frequency in Muta™Mouse tissues and cultured cells exposed to 3-nitrobenzanthrone","year":2016,"lang":"en","type":"article","venue":"Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada; Cancer Research UK; Wellcome Trust; Wellcome","keywords":"Context (archaeology); Carcinogen; Mutation frequency; Mutant; DNA damage; Molecular biology; Mutation; Biology; DNA; DNA adduct; DNA repair; Mutagen; Genetics; Biochemistry; Chemistry; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000300294,0.0002760511,0.0003073032,0.0001291571,0.0001631528,0.00004372043,0.0001343366,0.0002086883,0.00003971475],"category_scores_gemma":[0.0001252556,0.0002196709,0.00005871891,0.0001837448,0.0001376178,0.00001776722,0.0001250385,0.00008857117,0.00001606282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000533737,"about_ca_system_score_gemma":0.00005964935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001994087,"about_ca_topic_score_gemma":0.001049847,"domain_scores_codex":[0.9982815,0.000194145,0.0003617386,0.000643008,0.0001625,0.0003570686],"domain_scores_gemma":[0.9991903,0.00007119945,0.00009519212,0.0003484346,0.0000851217,0.0002097065],"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":[0.00004113194,0.00004859495,0.02421466,0.00002149605,0.00005329366,0.00001480798,0.000532473,0.000003373813,0.9735147,0.0001735532,0.0001250187,0.001256938],"study_design_scores_gemma":[0.000806158,0.0005181866,0.03851083,0.00004407361,0.00004549959,0.000008493745,0.0006521053,0.00000292241,0.9579428,0.0003149943,0.000766622,0.0003872816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934202,0.001583448,0.003434634,0.0005655469,0.00006518458,0.0004671194,0.0003208132,0.00002091234,0.0001221012],"genre_scores_gemma":[0.9892666,0.0005310936,0.009585226,0.00009307148,0.0001043449,0.0000572581,0.0000504752,0.00003674781,0.00027521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01557183,"threshold_uncertainty_score":0.8957918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321773395365107,"score_gpt":0.2764049533688268,"score_spread":0.2442276138323161,"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."}}