{"id":"W4413968598","doi":"10.1097/hep.0000000000001516","title":"Integrative Hepatology: Enhancing overall health to manage liver disease","year":2025,"lang":"en","type":"article","venue":"Hepatology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging","keywords":"Hepatology; Medicine; Integrative medicine; Liver disease; Health care; Referral; Quality of life (healthcare); Family medicine; Internal medicine; Alternative medicine; Nursing; Pathology","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":[0.003213417,0.000299431,0.000368707,0.00058428,0.000914856,0.002121724,0.0006076851,0.0007198395,0.007857068],"category_scores_gemma":[0.0029355,0.0001147888,0.0005265915,0.0006215166,0.001136532,0.001742139,0.003487828,0.001141409,0.0007499133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009147444,"about_ca_system_score_gemma":0.003778546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386831,"about_ca_topic_score_gemma":0.003678291,"domain_scores_codex":[0.9985338,0.001001226,0.00005378908,0.00007152592,0.0002146071,0.0001249681],"domain_scores_gemma":[0.9988269,0.0004690062,0.0001215706,0.0001006709,0.0001223696,0.0003594509],"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":[0.0004118673,0.001901911,0.01091675,0.006948767,0.0002973055,0.000216748,0.006755264,0.0001946856,0.001463928,0.03521166,0.02889506,0.906786],"study_design_scores_gemma":[0.001040522,0.007868692,0.212379,0.02214774,0.001198694,0.002601764,0.01742232,0.0007592121,0.003390002,0.08038051,0.650702,0.0001096624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2518272,0.2797348,0.01717162,0.1302158,0.00352808,0.001513608,0.0004717942,0.0004787146,0.3150583],"genre_scores_gemma":[0.7966089,0.1232233,0.03888577,0.02283171,0.001810216,0.0007863019,0.0002632614,0.00006311461,0.01552743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007857068,"threshold_uncertainty_score":0.02628446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606098679608989,"score_gpt":0.3217575654942782,"score_spread":0.3056965786981883,"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."}}