{"id":"W7116650018","doi":"10.58931/cibdt.2025.3351","title":"Inflammatory Joint Pain in Inflammatory Bowel Disease (IBD) Patients Treated with Anti‑Tumour Necrosis Factor (TNF) Therapy: Differentiating IBD Arthritis, Paradoxical Arthritis, Anti‑TNF‑induced Lupus, and Serum-Sickness-Like Reactions","year":2025,"lang":"","type":"article","venue":"Canadian IBD Today","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Regional Municipality of Waterloo","funders":"","keywords":"Inflammatory bowel disease; Arthritis; Inflammatory arthritis; Rheumatoid arthritis; Tumor necrosis factor alpha; Ulcerative colitis; Disease; Inflammation","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":[0.001042781,0.0004015501,0.0007834141,0.001271274,0.0004357648,0.001052689,0.00051959,0.0008021612,0.003045505],"category_scores_gemma":[0.002568971,0.0001713268,0.0004677293,0.000816118,0.0007731152,0.0009309252,0.0006315513,0.001082196,0.0005380095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008784554,"about_ca_system_score_gemma":0.002421899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540695,"about_ca_topic_score_gemma":0.04388209,"domain_scores_codex":[0.9991628,0.0002400558,0.0001267786,0.00007265688,0.0002748854,0.0001228986],"domain_scores_gemma":[0.999029,0.0001791665,0.0002222956,0.00002088398,0.0003733014,0.0001751647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001840921,0.0003557343,0.6554438,0.003815938,0.0003106889,0.008367342,0.001490583,0.0003509592,0.01432985,0.002530317,0.01541062,0.2957533],"study_design_scores_gemma":[0.0002924285,0.001175599,0.937604,0.001577194,0.0004785424,0.03299609,0.003289543,0.001045325,0.001104923,0.00192075,0.01842496,0.0000907366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6097522,0.2570894,0.009946983,0.05946345,0.004469948,0.0006725685,0.0009331951,0.0002743436,0.05739799],"genre_scores_gemma":[0.9379199,0.04262144,0.009113103,0.004070386,0.002700205,0.0000723365,0.000341929,0.00001694125,0.003143849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540695,"threshold_uncertainty_score":0.03063458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110488810204672,"score_gpt":0.2248416303155651,"score_spread":0.2137927492950979,"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."}}