{"id":"W4221106586","doi":"10.1186/s12944-022-01636-8","title":"Diagnostic accuracy of the visceral adiposity index in patients with metabolic-associated fatty liver disease: a meta-analysis","year":2022,"lang":"en","type":"review","venue":"Lipids in Health and Disease","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Xiangya Hospital, Central South University; Central South University","keywords":"Medicine; Diagnostic odds ratio; Internal medicine; Fatty liver; Meta-analysis; Likelihood ratios in diagnostic testing; Odds ratio; Cochrane Library; Gastroenterology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02903663,0.004093125,0.02286644,0.008087799,0.0007997551,0.005009712,0.002819696,0.003036801,0.002732497],"category_scores_gemma":[0.05693043,0.001887518,0.06194439,0.006651451,0.001058861,0.002256545,0.001833066,0.002808836,0.0002709362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026774,"about_ca_system_score_gemma":0.002132823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724903,"about_ca_topic_score_gemma":0.007032194,"domain_scores_codex":[0.9786553,0.01210835,0.005024395,0.002159853,0.001625161,0.0004268785],"domain_scores_gemma":[0.9359823,0.05348862,0.006015423,0.001667089,0.002404489,0.0004420253],"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":[0.002807276,0.00002942875,0.009140583,0.08217409,0.8996899,0.00009848213,0.00004140994,0.0005621785,0.0001113739,0.00005754193,0.0001617418,0.005125931],"study_design_scores_gemma":[0.0003295763,0.0001413156,0.003329307,0.004644565,0.9907177,0.00005552325,0.00001684217,0.0002683648,0.00006035027,0.0001151888,0.0003057792,0.00001536212],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009989595,0.9879097,0.0008784919,0.000220083,0.0001955056,0.0002107791,0.0003386828,0.00002678376,0.0002303374],"genre_scores_gemma":[0.462745,0.5277258,0.004794652,0.001346659,0.0007891848,0.001044299,0.001106151,0.00005610453,0.000392164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02903663,"threshold_uncertainty_score":0.1535622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.057396539058608,"score_gpt":0.333039088590508,"score_spread":0.2756425495318999,"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."}}