{"id":"W4410137337","doi":"10.1111/apt.70181","title":"The Effectiveness of Medical Therapies for Joint, Skin and Eye Extraintestinal Manifestations in IBD—An Umbrella Review","year":2025,"lang":"en","type":"review","venue":"Alimentary Pharmacology & Therapeutics","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Ustekinumab; Vedolizumab; Psoriatic arthritis; Dermatology; Psoriasis; Inflammatory bowel disease; Adalimumab; Tofacitinib; Surgery; Internal medicine; Disease; Rheumatoid arthritis","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":[0.01665391,0.001786447,0.01092554,0.01831668,0.0006690052,0.003925595,0.00186174,0.002784144,0.003777159],"category_scores_gemma":[0.0656174,0.00124815,0.009167206,0.01174848,0.001230434,0.002878601,0.001910275,0.001389246,0.0004166039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004691115,"about_ca_system_score_gemma":0.009160594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005734106,"about_ca_topic_score_gemma":0.0107623,"domain_scores_codex":[0.9790411,0.00736374,0.008687031,0.001249183,0.003264015,0.0003949469],"domain_scores_gemma":[0.9289263,0.05254627,0.01320777,0.0009160769,0.004008973,0.000394495],"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":[0.0002310557,0.0000143805,0.0005060851,0.9440207,0.0112504,0.00005364968,0.0001533323,0.00009247873,0.0002214395,0.0003801672,0.001935624,0.04114059],"study_design_scores_gemma":[0.0002131029,0.0002515844,0.002461705,0.9073603,0.06361225,0.0002262881,0.0001876402,0.00008321523,0.0002086493,0.0004235138,0.02494354,0.00002821388],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003659078,0.998448,0.00007060353,0.0003237801,0.000185946,0.0001185644,0.0002105486,0.000004054479,0.0002726338],"genre_scores_gemma":[0.008933708,0.9886254,0.0005766727,0.000842169,0.0002347319,0.0004275223,0.0002486923,0.000005835607,0.0001053005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01831668,"threshold_uncertainty_score":0.08807534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0882969606328234,"score_gpt":0.4568709974585391,"score_spread":0.3685740368257157,"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."}}