{"id":"W4396574512","doi":"10.1097/hc9.0000000000000413","title":"Pragmatic strategies to address health disparities along the continuum of care in chronic liver disease","year":2024,"lang":"en","type":"review","venue":"Hepatology Communications","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Alcohol Abuse and Alcoholism","keywords":"Chronic liver disease; Health equity; Liver transplantation; Socioeconomic status; Medicine; Health care; Ethnic group; Equity (law); Cirrhosis; Liver disease; Disease; Chronic disease; Natural history; Family medicine; Intensive care medicine; Transplantation; Political science; Pathology; Environmental health; Public health; Internal medicine; Population","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":[0.008542073,0.001167732,0.00221768,0.003317481,0.0006110205,0.00255924,0.001903806,0.002942324,0.005915414],"category_scores_gemma":[0.01911244,0.0003806246,0.002117404,0.002384745,0.001197989,0.003123187,0.00282144,0.003747827,0.0006888647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868838,"about_ca_system_score_gemma":0.008556802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084077,"about_ca_topic_score_gemma":0.006681344,"domain_scores_codex":[0.9965796,0.001980418,0.0004242604,0.0001638387,0.0007055611,0.000146351],"domain_scores_gemma":[0.9923204,0.006392094,0.0004689776,0.0001164503,0.0005124819,0.0001895888],"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":[0.0000792173,0.0001174266,0.0002358932,0.136027,0.0008062068,0.0001256254,0.0004977888,0.0004638314,0.0002030554,0.02835121,0.02843099,0.8046619],"study_design_scores_gemma":[0.0001883209,0.000162043,0.001438738,0.2873713,0.001536725,0.0005725633,0.0008903764,0.000273999,0.0001894209,0.02283348,0.6844949,0.00004818599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008677405,0.9939791,0.0003677184,0.004075743,0.0003985841,0.00005346142,0.000023774,0.000008156439,0.001006716],"genre_scores_gemma":[0.002186196,0.9928378,0.00194111,0.002352997,0.0002549272,0.0001363524,0.00003857089,0.000003350028,0.0002487316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008542073,"threshold_uncertainty_score":0.04517537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06394909794617346,"score_gpt":0.4040446701144941,"score_spread":0.3400955721683206,"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."}}