{"id":"W4411427382","doi":"10.1016/j.ard.2025.05.264","title":"OP0254 MICROBIOTA AND CLINICAL RESPONSES TO BIOLOGICAL TREATMENT IN AXIAL SPONDYLOARTHRITIS: INSIGHTS FROM 2 YEAR FOLLOW UP OF THE GESPIC COHORT","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital","funders":"","keywords":"Medicine; Axial spondyloarthritis; Cohort; Cohort study; Physical therapy; Ankylosing spondylitis; Internal medicine; Sacroiliitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007242675,0.0003161173,0.000519732,0.0006987383,0.0004736527,0.0006693192,0.0003806353,0.0004679562,0.001524066],"category_scores_gemma":[0.001489775,0.0002074902,0.000541845,0.0007387256,0.0002281186,0.0003878165,0.0008225635,0.0004900615,0.0004499084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002957749,"about_ca_system_score_gemma":0.0003366662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003703,"about_ca_topic_score_gemma":0.00405891,"domain_scores_codex":[0.9995378,0.000080603,0.00003504881,0.0001518243,0.00008793172,0.0001067798],"domain_scores_gemma":[0.9993887,0.00006473716,0.0002239219,0.0001041909,0.00009334729,0.0001249762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009538589,0.00007023002,0.9937961,0.0000251259,0.0001417683,0.0003324962,0.0001392227,0.0000544319,0.0009060536,0.00003336211,0.0003366155,0.003210798],"study_design_scores_gemma":[0.0000122207,0.0001810445,0.9988985,0.000007712659,0.0000403364,0.0003084274,0.0001247948,0.00005530167,0.00003710259,0.00001513023,0.0003169271,0.000002442818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998285,0.0003002603,0.00006901213,0.00003112006,0.0000054396,0.00001456893,0.0008803441,0.000002545208,0.0004118149],"genre_scores_gemma":[0.9972892,0.000198735,0.00009858113,0.00003923845,0.00001433814,0.00003094151,0.002028779,0.000004661675,0.0002955289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003703,"threshold_uncertainty_score":0.007362902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840919819488753,"score_gpt":0.3464966512048356,"score_spread":0.298087453009948,"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."}}