{"id":"W4407752550","doi":"10.1097/bor.0000000000001079","title":"The gut microbiota in spondyloarthritis: an update","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Gut flora; Microbiome; Immunology; Disease; Immune system; Medicine; Pathogenesis; Dysbiosis; Gut microbiome; Genetic predisposition; Human leukocyte antigen; Bioinformatics; Biology; Antigen; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003100437,0.0005569422,0.002511465,0.0005711613,0.0001590169,0.00003624022,0.0003478561,0.0003986772,0.00005819091],"category_scores_gemma":[0.0001961036,0.0003984184,0.0003492576,0.0007170278,0.0002319759,0.00005583299,0.0002524378,0.0008452525,0.0001639156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409817,"about_ca_system_score_gemma":0.000544493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006058487,"about_ca_topic_score_gemma":0.0001183606,"domain_scores_codex":[0.9966791,0.0004186411,0.001310633,0.0007539817,0.0001501368,0.0006875229],"domain_scores_gemma":[0.9983786,0.0004071828,0.000302704,0.0007500838,0.00005567406,0.0001057257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005437964,0.0004224869,0.002197294,0.03418536,0.0001010417,0.000040962,0.00005507829,5.388397e-8,2.284733e-8,0.002681626,0.005051534,0.9552101],"study_design_scores_gemma":[0.002125822,0.00009960357,0.0003796456,0.113633,0.00007612549,0.0005698551,0.00004479239,0.000001334039,2.839464e-8,0.00008827693,0.8827342,0.000247272],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000101209,0.9878488,0.000001545739,0.0002255649,0.009964209,0.001571101,0.0001313252,0.00004372391,0.0001125478],"genre_scores_gemma":[0.00003301834,0.9979567,0.00003024626,0.000006963971,0.00004403562,0.0006434875,0.001169503,0.00003968048,0.00007637322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9549629,"threshold_uncertainty_score":0.9998468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05630511943638362,"score_gpt":0.4040916364293808,"score_spread":0.3477865169929972,"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."}}