{"id":"W2148810822","doi":"10.1177/0192623311406935","title":"An Analysis of Pharmaceutical Experience with Decades of Rat Carcinogenicity Testing","year":2011,"lang":"en","type":"article","venue":"Toxicologic Pathology","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Carcinogen; Medicine; International agency; Toxicology; Pharmacology; Pathology; Cancer; Internal medicine; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002545217,0.0001462589,0.0003700284,0.0001238909,0.00004131624,0.000002624203,0.00025899,0.0001726171,0.00009075984],"category_scores_gemma":[0.00007246019,0.000116532,0.0001067973,0.0003940762,0.0004262185,0.000004147706,0.00009946569,0.00008006497,4.741135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001143702,"about_ca_system_score_gemma":0.00005754438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003538813,"about_ca_topic_score_gemma":0.0000621693,"domain_scores_codex":[0.9987741,0.0001681057,0.0002987039,0.0003917714,0.0001121532,0.0002552122],"domain_scores_gemma":[0.9991277,0.00002892141,0.0001817252,0.0004166572,0.0001550592,0.0000899368],"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":[0.0001353786,0.0002585699,0.3326365,0.000006525861,0.0001075251,0.00002429757,0.000316917,0.0001129535,0.6657857,0.00009425498,0.000001878629,0.0005195083],"study_design_scores_gemma":[0.0002466376,0.001811095,0.3062368,0.000001834258,0.0002767098,0.00003774041,0.0003474331,0.000328184,0.6905673,0.00001325969,0.00002334414,0.0001096789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995027,0.0001630563,0.003516648,0.00000406511,0.00004210456,0.000144279,0.00002422204,0.00001014505,0.001068445],"genre_scores_gemma":[0.9921077,0.0000224485,0.00764687,0.0001297702,0.0000192869,0.0000264266,0.00002459913,0.000008165906,0.00001476321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02639977,"threshold_uncertainty_score":0.4752036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.078396039961139,"score_gpt":0.3381189894626682,"score_spread":0.2597229495015292,"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."}}