{"id":"W4400119560","doi":"10.3390/surgeries5030040","title":"Effectiveness of Bariatric Surgeries for Metabolic Dysfunction-Associated Steatotic Liver Disease: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Surgeries","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Sleeve gastrectomy; Gastroenterology; Fatty liver; Surgery; Randomized controlled trial; Gastric bypass; Liver enzyme; Disease; Weight loss; Obesity","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":[0.00528837,0.001820885,0.01251105,0.004330334,0.0004723913,0.001969426,0.001476975,0.001551512,0.004092597],"category_scores_gemma":[0.01412747,0.0009248683,0.01945995,0.00520271,0.0004137929,0.001040854,0.0009825923,0.001166207,0.0002524569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425736,"about_ca_system_score_gemma":0.002194648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004866923,"about_ca_topic_score_gemma":0.01284866,"domain_scores_codex":[0.9966496,0.001338039,0.001067707,0.0004012462,0.0004031106,0.0001403172],"domain_scores_gemma":[0.990193,0.0073064,0.001501736,0.0001992305,0.0006402431,0.0001594396],"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":[0.002244973,0.00004206625,0.005703153,0.594891,0.3678251,0.0001357423,0.00008349732,0.000405428,0.0002506105,0.0001425445,0.001094208,0.0271817],"study_design_scores_gemma":[0.0005347403,0.0002651722,0.007651244,0.04526469,0.9421587,0.0001509134,0.00006286983,0.000185063,0.0001456473,0.0001722319,0.003382148,0.00002651784],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003482346,0.995615,0.0001464366,0.0001075987,0.00005544735,0.0000763202,0.0003348573,0.000009568413,0.0001724606],"genre_scores_gemma":[0.0980837,0.8994017,0.0007862815,0.0004403873,0.0001454569,0.0003116088,0.0005993892,0.00001356433,0.000217997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01251105,"threshold_uncertainty_score":0.02796793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973308180754604,"score_gpt":0.3359558156806258,"score_spread":0.2762227338730798,"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."}}