{"id":"W4410981042","doi":"10.12669/pjms.41.6.12044","title":"Effect of lean status on the mortality of patients with non-alcoholic fatty liver disease (NAFLD): A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Pakistan Journal of Medical Sciences","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Medicine; Fatty liver; Meta-analysis; Disease; Internal medicine; Alcoholic liver disease; Gastroenterology; Cirrhosis","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":[],"consensus_categories":[],"category_scores_codex":[0.005129996,0.0003610911,0.00671694,0.0002817602,0.00008119302,0.0000250893,0.0004880453,0.00006996727,0.0005019435],"category_scores_gemma":[0.001668524,0.0001181182,0.002313643,0.001179769,0.0006818514,0.00005323169,0.00007481967,0.000276711,9.765157e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007381058,"about_ca_system_score_gemma":0.001006108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000609189,"about_ca_topic_score_gemma":0.000009795364,"domain_scores_codex":[0.9935867,0.001121574,0.001584977,0.0003064507,0.003174671,0.0002256487],"domain_scores_gemma":[0.9936836,0.002835073,0.002129127,0.0004420172,0.0002345464,0.000675578],"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":[0.00004630563,0.0006290509,0.00725886,0.8931077,0.0943057,0.0001292552,0.00003527735,3.792353e-7,7.809027e-10,0.0001099154,0.00007038613,0.004307176],"study_design_scores_gemma":[0.0004113248,0.001292454,0.00339441,0.1599335,0.8346729,0.000003959755,0.00001110177,0.000002625553,2.898929e-7,0.000004789284,0.0001828506,0.0000897155],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002316881,0.9949021,0.00000835397,0.0002533884,0.00002485085,0.002211208,0.000231271,0.000001968418,0.00005003211],"genre_scores_gemma":[0.03168691,0.9679852,0.00001095644,0.0001846306,0.00001229526,0.00008785893,0.00001474225,0.000006565214,0.00001092012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7403672,"threshold_uncertainty_score":0.5495929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06720630069084292,"score_gpt":0.4159053101306943,"score_spread":0.3486990094398514,"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."}}