{"id":"W4410005112","doi":"10.1186/s12876-025-03888-x","title":"Triglyceride glucose waist circumference and non alcoholic fatty liver disease: a systematic review and meta analysis","year":2025,"lang":"en","type":"review","venue":"BMC Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hangzhou Normal University","keywords":"Medicine; Waist; Hepatology; Internal medicine; Fatty liver; Triglyceride; Gastroenterology; Circumference; Meta-analysis; Disease; Cholesterol; Body mass index","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002503519,0.0007505923,0.009364886,0.0004894203,0.00007500575,0.00004355194,0.0001940363,0.0001488392,0.0001560388],"category_scores_gemma":[0.0001659819,0.0004831587,0.002258332,0.0004125167,0.0001493873,0.00005272683,0.0002387247,0.0002196022,0.00002141737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001062521,"about_ca_system_score_gemma":0.0002039539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000384754,"about_ca_topic_score_gemma":0.00007330622,"domain_scores_codex":[0.9966326,0.0006936077,0.001001799,0.001003355,0.0002241173,0.0004445035],"domain_scores_gemma":[0.9974666,0.000344596,0.0005338044,0.0010089,0.00009379607,0.0005522765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00005324446,0.0002867169,0.007200061,0.9016558,0.09000996,0.0002101719,0.000006148358,5.725916e-8,7.901014e-9,0.00001081681,0.0001204536,0.0004465955],"study_design_scores_gemma":[0.0006277363,0.0002208528,0.009635356,0.0827146,0.9056283,0.0001022004,0.000001962754,0.000007341661,3.093202e-8,0.000002293884,0.0008959469,0.0001634067],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009078703,0.9937343,0.0001087513,0.0001542824,0.0000309753,0.005196371,0.0006288589,0.00003599771,0.0000196814],"genre_scores_gemma":[0.0009889548,0.9933658,0.0001095503,0.001360517,0.00002304178,0.003301938,0.0006119665,0.00003124509,0.0002069465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8189412,"threshold_uncertainty_score":0.999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981389039989602,"score_gpt":0.3295430733995984,"score_spread":0.2797291829997023,"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."}}