{"id":"W4406725300","doi":"10.1016/b978-84-9113-949-2.00088-3","title":"10.1016/b978-84-9113-949-2.00088-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.000682327,0.0008318721,0.0008193293,0.0004541831,0.0004792525,0.00006059996,0.0006358504,0.002257541,0.9974414],"category_scores_gemma":[0.00004521579,0.0009253222,0.0004002072,0.00012392,0.0002071549,0.000146349,0.0001806395,0.002941734,0.9948122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816746,"about_ca_system_score_gemma":0.000203051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003196816,"about_ca_topic_score_gemma":0.000002756553,"domain_scores_codex":[0.9970195,0.0002475259,0.0006945987,0.0008691368,0.0003783523,0.0007908914],"domain_scores_gemma":[0.9980881,0.0002809647,0.0002749494,0.0005978519,0.0001418714,0.0006163244],"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":[0.0006828186,0.0001156481,5.045285e-8,0.00006464239,0.0003667643,0.00008647422,0.00005770124,0.0001322446,0.0003646016,0.0002062509,0.1945032,0.8034196],"study_design_scores_gemma":[0.0007571916,0.0003418389,0.000001185059,0.00009932585,0.0003521465,0.00007273596,6.415404e-7,0.0001403737,0.001433214,0.001071092,0.9947339,0.0009963241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001885002,0.0004387239,0.000002118495,0.0004763157,0.00008977877,0.001400884,0.0004421099,0.0004938765,0.9966373],"genre_scores_gemma":[0.00004292977,0.00001512649,0.00003683463,0.0007108069,0.001523626,0.0001362528,0.0002257645,0.0001932302,0.9971154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8024232,"threshold_uncertainty_score":0.9993585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07026925409188442,"score_gpt":0.3153674137284268,"score_spread":0.2450981596365424,"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."}}