{"id":"W2105099536","doi":"10.1016/j.mrgentox.2006.10.006","title":"Report of the IWGT working group on strategy/interpretation for regulatory in vivo tests","year":2006,"lang":"en","type":"review","venue":"Mutation Research/Genetic Toxicology and Environmental Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"National Institutes of Health","keywords":"Interpretation (philosophy); Group (periodic table); In vivo; Psychology; Computer science; Chemistry; Biology; Genetics; Programming language","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":[0.0007176629,0.0002918662,0.0005168562,0.0002149967,0.0001777581,0.00002304956,0.0002415751,0.0004849899,0.00002634732],"category_scores_gemma":[0.00006544751,0.00024214,0.0002557826,0.00017303,0.0004021155,0.000003572375,0.000184935,0.000220702,0.000001544419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681635,"about_ca_system_score_gemma":0.0001338244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003230638,"about_ca_topic_score_gemma":0.0002818171,"domain_scores_codex":[0.9974274,0.0005368572,0.0006648235,0.0006890782,0.0003188085,0.0003630359],"domain_scores_gemma":[0.9989216,0.0001893984,0.0003253992,0.0004835392,0.00001727015,0.00006281849],"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":[0.0002082552,0.0006857672,0.002625303,0.002453792,0.0002635894,0.0001154414,0.00008022213,0.002249399,0.05967209,0.00007415908,0.0007405538,0.9308314],"study_design_scores_gemma":[0.003088882,0.005207676,0.1989668,0.003921598,0.0009553005,0.0009617081,0.0007723293,0.0006630904,0.0354573,0.0006717039,0.7473402,0.001993411],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.403737,0.5928848,0.0002180724,0.00003158799,0.0002152612,0.002478978,0.0002127741,0.000005477922,0.0002160338],"genre_scores_gemma":[0.6342019,0.3634452,0.0002757458,0.00003536145,0.0001275738,0.000690534,0.0004133162,0.00005933551,0.0007510623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.928838,"threshold_uncertainty_score":0.9874182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133949732173421,"score_gpt":0.3468174883472779,"score_spread":0.3054779910255437,"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."}}