{"id":"W4411112157","doi":"10.1186/s43066-025-00425-z","title":"The effect of bariatric surgery on anthropometric indices, gut microbiome, and microbial metabolites in patients with NAFLD: a systematic review","year":2025,"lang":"en","type":"review","venue":"Egyptian Liver Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Medicine; Microbiome; Gut microbiome; Anthropometry; Gut flora; Internal medicine; Bioinformatics; Biology; Immunology","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":[0.002575048,0.0009762644,0.00514876,0.005807298,0.0004227579,0.001452134,0.00104055,0.001059921,0.004236197],"category_scores_gemma":[0.01125852,0.0005347545,0.00500128,0.006860574,0.0003967758,0.001175915,0.0007961941,0.0006564804,0.0002565153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226928,"about_ca_system_score_gemma":0.003983246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004914529,"about_ca_topic_score_gemma":0.0147444,"domain_scores_codex":[0.9983128,0.0004341268,0.0006855367,0.0001801967,0.0003120252,0.00007537197],"domain_scores_gemma":[0.9918261,0.005844188,0.001411084,0.0001050159,0.0007085181,0.0001051152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002736619,0.00002215908,0.001796128,0.9378008,0.01025971,0.0001113756,0.00009554238,0.00008924318,0.0001845844,0.0001298627,0.001807951,0.04742895],"study_design_scores_gemma":[0.0003494826,0.0003842615,0.0181182,0.7756633,0.1666626,0.0009949293,0.0003503506,0.0001582561,0.0003730177,0.0004365513,0.03644799,0.00006105193],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009015034,0.9984699,0.00004072214,0.0001060529,0.00003947666,0.00005425242,0.0002550883,0.000003469419,0.0001295457],"genre_scores_gemma":[0.01173154,0.9874387,0.0001833645,0.0002227669,0.00004576072,0.0001067542,0.0001901208,0.000002172032,0.00007877894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005807298,"threshold_uncertainty_score":0.01417148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007514673174528854,"score_gpt":0.2658416241384673,"score_spread":0.2583269509639384,"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."}}