{"id":"W2045537135","doi":"10.1016/j.mrgentox.2003.07.004","title":"In vivo transgenic mutation assays","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":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Health Canada; University of Victoria","funders":"","keywords":"Mutant; Negative control; Transgene; Positive control; In vivo; Mutagen; Biology; Gene; Genetics; DNA; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006650623,0.00018644,0.0001689985,0.0002017132,0.0002178029,0.00002816011,0.0001143482,0.0002540053,0.0006770054],"category_scores_gemma":[0.0000611719,0.0002041161,0.00006479209,0.0001734454,0.0003168945,0.00001045327,0.00006000142,0.0001610724,0.00002622508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009191727,"about_ca_system_score_gemma":0.00006830646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000366907,"about_ca_topic_score_gemma":0.000234972,"domain_scores_codex":[0.9977808,0.0006047189,0.0002954255,0.0005655099,0.0002848233,0.000468709],"domain_scores_gemma":[0.9994796,0.00006364791,0.00004848078,0.0002475931,0.00001575056,0.0001449407],"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":[0.00008619155,0.0002554492,0.0113345,0.00001984061,0.00004327016,0.00008723871,0.0002655008,0.001277875,0.9828082,0.0001450383,0.0002706972,0.003406189],"study_design_scores_gemma":[0.001734711,0.0009942839,0.1465866,0.000006808044,0.00002702928,0.0002269324,0.001665221,0.0002951872,0.8365228,0.0007360728,0.01083585,0.00036847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961662,0.001013729,0.001290854,0.0001927835,0.00009993313,0.0004776312,0.00004268097,0.000006418863,0.0007097363],"genre_scores_gemma":[0.9967789,0.0006767758,0.001001439,0.0002608789,0.00004899714,0.0001703422,0.00005278963,0.00002826102,0.0009815975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1462854,"threshold_uncertainty_score":0.8323612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855476922119481,"score_gpt":0.2954652566880842,"score_spread":0.2769104874668893,"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."}}