{"id":"W4415494217","doi":"10.1007/s10067-025-07649-9","title":"Changes in weight associated with tumor necrosis factor inhibition in psoriatic arthritis: results from a retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Arthritis Society; University of Toronto","funders":"Krembil Foundation","keywords":"Etanercept; Retrospective cohort study; Psoriatic arthritis; Rheumatology; Tumor necrosis factor alpha; Infliximab; Weight loss; Adalimumab; Tumor necrosis factor α","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005139136,0.00023872,0.001555263,0.0002234133,0.00006635825,0.00001305957,0.00005326379,0.0002169771,0.00005926018],"category_scores_gemma":[0.004380507,0.0001973688,0.00008083903,0.000597074,0.0001893606,0.0000441283,0.00008312151,0.000486779,0.00002224729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068233,"about_ca_system_score_gemma":0.0001228269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022232,"about_ca_topic_score_gemma":0.08220269,"domain_scores_codex":[0.9971897,0.0003528499,0.001090759,0.0007685418,0.0002145132,0.0003836139],"domain_scores_gemma":[0.9978956,0.001285548,0.0002755322,0.0003342266,0.0001239503,0.00008514881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002052685,0.002598897,0.9912398,0.000007149483,0.0004915323,0.000987162,0.0004390761,1.324832e-7,0.000002037705,0.00006374735,0.0002572721,0.00186047],"study_design_scores_gemma":[0.03886807,0.001914708,0.9562981,0.001670489,0.00009847039,0.00001204762,0.0004171617,0.00002322665,0.00002876276,0.0005015536,0.00002783802,0.000139625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954886,0.0004812984,0.0000024203,0.001339996,0.0004871379,0.001536855,0.0001614771,0.0000635916,0.0004385985],"genre_scores_gemma":[0.9977118,0.001398248,0.00004249152,0.00027675,0.0000179243,0.0003202375,0.0001375984,0.00001812018,0.00007676472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07997949,"threshold_uncertainty_score":0.9345447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146495582351315,"score_gpt":0.3197690703938058,"score_spread":0.2983041145702927,"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."}}