{"id":"W2314532777","doi":"10.1093/mutage/get057","title":"Where will genetic toxicology testing be in 30 years’ time? Summary report of the 25th Industrial Genotoxicity Group Meeting, Royal Society of Medicine, London, November 9, 2011","year":2013,"lang":"en","type":"article","venue":"Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Genotoxicity; Adverse Outcome Pathway; Toxicology; Computational biology; Engineering ethics; Risk analysis (engineering); Medicine; Biology; Engineering; Toxicity","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":[0.01656977,0.00111925,0.0008319772,0.0011302,0.001601406,0.004734461,0.001209949,0.007757831,0.01890609],"category_scores_gemma":[0.01337186,0.0004279579,0.001116148,0.0006384392,0.001506209,0.003821462,0.002118184,0.005705848,0.005909351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558027,"about_ca_system_score_gemma":0.009324973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00815496,"about_ca_topic_score_gemma":0.01578053,"domain_scores_codex":[0.9957172,0.0008960402,0.0004370826,0.0003204548,0.001907643,0.0007215758],"domain_scores_gemma":[0.9892286,0.002962296,0.0007524766,0.0002896989,0.004223431,0.002543521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004372454,0.0001729162,0.00113385,0.0007817335,0.00004900085,0.0003886686,0.0002103301,0.0008079507,0.003509138,0.005495776,0.8264264,0.1605869],"study_design_scores_gemma":[0.00002674998,0.0002393586,0.001810847,0.0007753471,0.00003695277,0.0001634808,0.0004233816,0.0001779967,0.001027567,0.005203538,0.9900607,0.00005416564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004470584,0.1623975,0.007447606,0.7302526,0.0648396,0.0002881361,0.001730173,0.0004634385,0.0281104],"genre_scores_gemma":[0.06486826,0.3220184,0.02602433,0.3177663,0.05899092,0.0007074419,0.006013722,0.0004446055,0.2031659],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01890609,"threshold_uncertainty_score":0.08763033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867844408472233,"score_gpt":0.2384131847036014,"score_spread":0.2197347406188791,"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."}}