{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001257143,0.001521035,0.001927062,0.002209018,0.001741933,0.0009901569,0.0005113389,0.0007267513,0.0009601651],"category_scores_gemma":[0.001114981,0.001512813,0.0004007711,0.001200761,0.001051209,0.001017971,0.0001755721,0.002257954,0.00006729618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113341,"about_ca_system_score_gemma":0.004598826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02820161,"about_ca_topic_score_gemma":0.1472298,"domain_scores_codex":[0.9896795,0.001865625,0.002294349,0.00192312,0.0011699,0.003067523],"domain_scores_gemma":[0.9926721,0.0005627142,0.0005534064,0.001318566,0.0006013038,0.00429188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005938552,0.000611204,0.8483229,0.0004866811,0.0005781762,0.001490174,0.001440066,0.00001020081,0.002743142,0.0003533339,0.001059124,0.1423112],"study_design_scores_gemma":[0.01560552,0.0008622876,0.9553919,0.01177831,0.00004323876,0.00005036902,0.001084437,0.0006132062,0.001482303,0.0001998897,0.01142082,0.001467704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580573,0.0339684,0.00001778238,0.00179185,0.001007661,0.003462042,0.0012374,0.0001878892,0.000269682],"genre_scores_gemma":[0.9293628,0.06805279,0.00002888824,0.0008059564,0.0002005288,0.0003687229,0.0004880195,0.0002240633,0.0004682273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1408435,"threshold_uncertainty_score":0.9999531,"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."}}