{"id":"W4416826931","doi":"10.58427/apghn.4.4.2025.158-173","title":"The Role of Gut Microbiota in Pediatric Obesity: A Systematic Review and Meta Analysis of Microbiota Profiles in Obese versus Normal Weight Children","year":2025,"lang":"en","type":"article","venue":"Jurnal Gastrohepatologi Anak Indonesia/Archives of Pediatric Gastroenterology, Hepatology, and Nutrition","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gut flora; Dysbiosis; Meta-analysis; Firmicutes; Prevotella; Obesity; Microbiome; Gut microbiome","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":[0.01600184,0.002642879,0.01430391,0.01072005,0.0006608809,0.003146352,0.001776764,0.001710171,0.001972939],"category_scores_gemma":[0.03306858,0.001428889,0.03719084,0.01008636,0.0006945602,0.001797228,0.001687575,0.001508972,0.0001799551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398967,"about_ca_system_score_gemma":0.005170909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007522278,"about_ca_topic_score_gemma":0.01708497,"domain_scores_codex":[0.9883454,0.005259525,0.003677771,0.001140123,0.0012008,0.0003763621],"domain_scores_gemma":[0.9790636,0.01488786,0.003399075,0.0007127767,0.001652943,0.0002838222],"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":[0.001335367,0.0000310375,0.01592731,0.4111119,0.5520457,0.000228933,0.0001475123,0.0005312985,0.0003720573,0.000153982,0.0005452359,0.01756968],"study_design_scores_gemma":[0.000206438,0.0001892399,0.01066115,0.03734509,0.9491454,0.0002000236,0.00008881633,0.0001843772,0.0001623191,0.0001269277,0.001665456,0.00002483097],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005413165,0.9933445,0.0003426232,0.0001672287,0.00008295904,0.0001188299,0.000400434,0.00001216236,0.0001181108],"genre_scores_gemma":[0.1674295,0.8277556,0.00247808,0.0005303895,0.0001831936,0.0006223134,0.0008369057,0.00002389289,0.0001400911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01600184,"threshold_uncertainty_score":0.08462679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005550396387101014,"score_gpt":0.2373317148877358,"score_spread":0.2317813185006348,"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."}}