{"id":"W4213380876","doi":"10.1093/jcag/gwab049.218","title":"A219 AMINOTRANSFERASE IMPROVEMENTS IN PATIENTS WITH NON-ALCOHOLIC STEATOHEPATITIS ARE ASSOCIATED WITH FIBROSIS REGRESSION IN THE REGENERATE STUDY","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Internal medicine; Medicine; Gastroenterology; Steatohepatitis; Nonalcoholic steatohepatitis; Obeticholic acid; Alanine aminotransferase; Confidence interval; Fibrosis; Placebo; Population; Fatty liver; Nonalcoholic fatty liver disease; Pathology; Disease; Agonist","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":[0.002677333,0.0006108347,0.002139376,0.0002695727,0.0001773992,0.0005115482,0.0003627713,0.0005423852,0.001589693],"category_scores_gemma":[0.001846729,0.0002961587,0.001646946,0.0002401405,0.0003107977,0.0003322921,0.0002857794,0.000901226,0.0002489756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186467,"about_ca_system_score_gemma":0.0003453814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002765927,"about_ca_topic_score_gemma":0.0005874878,"domain_scores_codex":[0.9990165,0.0006645475,0.00006358066,0.00008830105,0.000104673,0.00006238255],"domain_scores_gemma":[0.9984702,0.0003483796,0.0006336735,0.0001369216,0.00008287536,0.0003278782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8600969,0.00531487,0.06182693,0.0007664387,0.005598737,0.0001692597,0.00008682044,0.0006582709,0.01028277,0.00009328251,0.0009571835,0.05414849],"study_design_scores_gemma":[0.2186602,0.2871873,0.4799294,0.0001084609,0.005553216,0.0003231024,0.00008947904,0.002245712,0.002932024,0.0003281183,0.002578824,0.0000641126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958483,0.003059133,0.0001476837,0.00009685064,0.00004737381,0.0001331503,0.0002250973,0.00002247013,0.0004199028],"genre_scores_gemma":[0.9978041,0.0006667727,0.000262186,0.0001278822,0.0001023969,0.0001112676,0.0003587474,0.000003506948,0.0005631472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002677333,"threshold_uncertainty_score":0.01415926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006442297712491087,"score_gpt":0.2075318844819029,"score_spread":0.2010895867694118,"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."}}