{"id":"W4377043123","doi":"10.3389/fmed.2023.1163778","title":"Exploring the role of gut microbiota dysbiosis in gout pathogenesis: a systematic review","year":2023,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysbiosis; Gout; Gut flora; Faecalibacterium prausnitzii; Immunology; Biology; Medicine; Bacteroides; Microbiome; Bioinformatics; Internal medicine; Bacteria; Genetics","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":[0.003776599,0.0008121977,0.01017333,0.001250962,0.00004341143,0.000006757985,0.0009245426,0.0003401691,0.0000287063],"category_scores_gemma":[0.003304826,0.0004628546,0.0006322024,0.003383846,0.000266571,0.00008015057,0.0002214808,0.001135566,0.00007048132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006727408,"about_ca_system_score_gemma":0.0003724028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001442954,"about_ca_topic_score_gemma":0.00001193909,"domain_scores_codex":[0.9933895,0.0008635821,0.0034382,0.0007797969,0.0008612287,0.0006676156],"domain_scores_gemma":[0.996108,0.0005044836,0.001223066,0.001884055,0.0001055185,0.000174859],"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":[0.000009736386,0.00006510839,0.0001415928,0.9335377,0.0006883292,0.0001919985,0.0006013159,1.475941e-7,0.00001631383,0.000005907165,0.005650882,0.059091],"study_design_scores_gemma":[0.0005584892,0.00009512663,0.0000546983,0.8591951,0.01199866,0.0001951721,0.001649118,0.000009911714,0.000001625277,0.00001597291,0.1259174,0.0003087404],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002173102,0.9908825,0.00002498098,0.0005106398,0.001315163,0.006813564,0.00003222026,0.00007319384,0.0003260204],"genre_scores_gemma":[0.00001730085,0.9957702,0.0005695798,0.0003866768,0.000324671,0.002136937,0.0001228092,0.0001810979,0.0004907991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1202665,"threshold_uncertainty_score":0.9997823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09341127217094827,"score_gpt":0.3188379424759837,"score_spread":0.2254266703050354,"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."}}