{"id":"W1845024025","doi":"10.1124/dmd.115.065979","title":"CYP3A Activity and Expression in Nonalcoholic Fatty Liver Disease","year":2015,"lang":"en","type":"article","venue":"Drug Metabolism and Disposition","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Nonalcoholic fatty liver disease; CYP3A; Biology; Gene expression; Internal medicine; Fatty liver; Biochemistry; Cytochrome P450; Gene; Disease; Enzyme; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009018263,0.0001267516,0.0001990065,0.00008216831,0.00004722738,0.00002815212,0.00001874218,0.00003234819,0.00001396011],"category_scores_gemma":[0.00002009097,0.0000970254,0.00003975204,0.00007365263,0.00004520785,0.0002535903,0.0000431085,0.0000600981,0.000009490936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002620609,"about_ca_system_score_gemma":0.00003942561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010188,"about_ca_topic_score_gemma":0.00001286577,"domain_scores_codex":[0.999276,0.00006363963,0.00009395777,0.0002516756,0.0001794823,0.0001352511],"domain_scores_gemma":[0.9993026,0.00002565059,0.00003244545,0.0001325253,0.00003499257,0.0004718406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003401415,0.003869806,0.9223846,0.000354854,0.00009242332,0.0006298302,0.003443301,0.000008958389,0.008744412,0.002099426,0.001309494,0.05366152],"study_design_scores_gemma":[0.002763305,0.0000219408,0.9923661,0.000112581,0.0002484524,0.000006498944,0.00006651067,0.0002265999,0.003419948,0.0002841921,0.0003810633,0.0001027986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898693,0.008842482,0.00003167687,0.0005302809,0.00006031108,0.0003252961,0.00005330467,0.00002171862,0.0002656407],"genre_scores_gemma":[0.9981229,0.001187915,0.0001233624,0.0002565372,0.00009787898,0.00006804799,0.00008717702,0.000009314186,0.00004680987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06998155,"threshold_uncertainty_score":0.3956581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849965716884615,"score_gpt":0.2642763075668202,"score_spread":0.245776650397974,"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."}}