{"id":"W3125783850","doi":"10.3390/cells10020210","title":"Berberine Prevents Disease Progression of Nonalcoholic Steatohepatitis through Modulating Multiple Pathways","year":2021,"lang":"en","type":"article","venue":"Cells","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Nonalcoholic fatty liver disease; Steatosis; Fatty liver; Hepatic stellate cell; Fibrosis; Berberine; Steatohepatitis; Cancer research; Downregulation and upregulation; Biology; Inflammation; Medicine; Pharmacology; Internal medicine; Endocrinology; Immunology; Disease; Biochemistry; Gene","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":[0.0002046263,0.000647339,0.0006561643,0.0004582333,0.0001912087,0.0002718898,0.0002473425,0.0002946665,0.002215899],"category_scores_gemma":[0.0001253748,0.0001186028,0.0003229546,0.0001582167,0.0002277419,0.0003147931,0.0001854026,0.0005733068,0.0004523642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888693,"about_ca_system_score_gemma":0.0002030425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000246869,"about_ca_topic_score_gemma":0.0005436868,"domain_scores_codex":[0.9998996,0.00002484801,0.00001125364,0.00002226679,0.00002065295,0.000021394],"domain_scores_gemma":[0.9999034,0.000009899174,0.0000362219,0.000009521931,0.00001959799,0.00002139297],"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":[0.004205971,0.001075357,0.00133491,0.001912148,0.0002056901,0.0002260351,0.00005070749,0.0004123141,0.9377857,0.0003842281,0.001169396,0.05123746],"study_design_scores_gemma":[0.001194605,0.01264133,0.04759559,0.0002248066,0.0006910982,0.001128188,0.00009517866,0.003174609,0.8971942,0.0006861574,0.0353248,0.00004936674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207856,0.06270146,0.006349013,0.00101717,0.000404469,0.0001581232,0.0005606854,0.0008303999,0.007193105],"genre_scores_gemma":[0.9770882,0.01359149,0.003057573,0.0003324495,0.00011224,0.00008301039,0.0005483736,0.0000574212,0.005129229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002215899,"threshold_uncertainty_score":0.00741291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953068974354781,"score_gpt":0.289561079201643,"score_spread":0.2600303894580952,"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."}}