{"id":"W1532771112","doi":"10.1002/9780470516751.ch1","title":"Current <i>in vitro</i> Models to Study Drug‐Induced Liver Injury","year":2007,"lang":"en","type":"other","venue":"","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"In vitro; Drug; Liver injury; Pharmacology; Computational biology; Computer science; Chemistry; Medicine; Biology; Biochemistry","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":[0.0006390936,0.001231504,0.0007455496,0.002107755,0.000382103,0.001453086,0.001023382,0.0008170957,0.0609228],"category_scores_gemma":[0.0002981847,0.000386869,0.0007559846,0.001545285,0.0003316556,0.001178982,0.0006249451,0.001629779,0.04588262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008002906,"about_ca_system_score_gemma":0.0009962014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493977,"about_ca_topic_score_gemma":0.004113553,"domain_scores_codex":[0.9996225,0.00003706841,0.0000258208,0.00003857174,0.0002380295,0.00003807564],"domain_scores_gemma":[0.9997061,0.00004597776,0.00003894817,0.00003456213,0.0001385246,0.00003584917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002189287,0.0005362264,0.0002661238,0.003447747,0.0000280006,0.0001724313,0.0000534131,0.0003655655,0.2133154,0.007968102,0.3002562,0.4733719],"study_design_scores_gemma":[0.00001423285,0.000150422,0.0007728643,0.0002411817,0.00003180602,0.0003160638,0.00001624643,0.0001364156,0.06404955,0.0009179846,0.9333372,0.00001596776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.007028994,0.2238352,0.06889598,0.006543144,0.007576977,0.000926215,0.01305892,0.004205646,0.6679289],"genre_scores_gemma":[0.01077068,0.3428518,0.03587157,0.003468275,0.002277495,0.0005624529,0.01277675,0.0009300836,0.5904909],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0609228,"threshold_uncertainty_score":0.2038071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1930405782792573,"score_gpt":0.4500154573635097,"score_spread":0.2569748790842524,"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."}}