{"id":"W3003361050","doi":"10.1053/j.gastro.2020.01.043","title":"Association Between Fibrosis Stage and Outcomes of Patients With Nonalcoholic Fatty Liver Disease: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1018,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Merck Sharp and Dohme; Siemens; Gilead Sciences; Novartis; MedImmune; Merck; GlaxoSmithKline; Birmingham Biomedical Research Centre; Bristol-Myers Squibb; AstraZeneca; Inventiva Pharma; Pfizer; Novo Nordisk; National Institute for Health and Care Research; Falk Foundation; Takeda Pharmaceutical Company; AbbVie; Abbott Laboratories","keywords":"Medicine; Internal medicine; Nonalcoholic fatty liver disease; Relative risk; Gastroenterology; Meta-analysis; Cirrhosis; Fibrosis; Population; Prospective cohort study; Fatty liver; Confidence interval; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004843894,0.002224759,0.01326152,0.002792002,0.0004940851,0.002202442,0.001739922,0.002069994,0.003706833],"category_scores_gemma":[0.01248252,0.001371713,0.02872801,0.004320762,0.0005597398,0.001441389,0.001523995,0.002082242,0.0003322547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297408,"about_ca_system_score_gemma":0.001918641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007307277,"about_ca_topic_score_gemma":0.02146652,"domain_scores_codex":[0.9970725,0.001064682,0.0009160515,0.0004668878,0.0003135978,0.0001663484],"domain_scores_gemma":[0.9935552,0.004518617,0.001131693,0.0002396895,0.0004273176,0.0001274198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003002686,0.00004923515,0.01075797,0.2616214,0.7105635,0.0001557123,0.00009738274,0.0003729196,0.0003021712,0.0000924002,0.0007816491,0.01220313],"study_design_scores_gemma":[0.0005523735,0.0001415574,0.006891434,0.00874343,0.9823028,0.00008271699,0.00004565266,0.0001095873,0.00005684399,0.0001031114,0.0009449447,0.0000255541],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008096414,0.9906945,0.0003159182,0.0001110586,0.0001236926,0.00008388604,0.0004106339,0.00001793265,0.0001459807],"genre_scores_gemma":[0.1942843,0.8013609,0.001590458,0.0009394853,0.0002787669,0.0003194097,0.0008042598,0.00002306709,0.0003992848],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01326152,"threshold_uncertainty_score":0.02561724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392746494004874,"score_gpt":0.3039371314920611,"score_spread":0.2646624820915737,"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."}}