{"id":"W4411627881","doi":"10.1093/rheumatology/keaf350","title":"Higher comorbidities associated with less improvement in disease activity in early RA: results from CATCH cohort","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Institute for Work & Health; University of Calgary; Mount Sinai Hospital; Southlake Regional Health Center; University of Manitoba; Centre Hospitalier Universitaire de Sherbrooke; University of Toronto; Western University; Université de Sherbrooke; Arthritis Research Centre of Canada; McGill University; Canadian Rheumatology Association; Université Laval","funders":"","keywords":"Rheumatoid arthritis; Medicine; Cohort; Comorbidity; Disease; Internal medicine; Physical therapy; Cohort study; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001713703,0.0004711867,0.00047182,0.0005941704,0.001137672,0.001368878,0.0008997452,0.0004831151,0.002162027],"category_scores_gemma":[0.003923901,0.0003178795,0.0010076,0.001210239,0.000421865,0.000400882,0.0010718,0.0009031512,0.0002602403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306435,"about_ca_system_score_gemma":0.004600185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6604909,"about_ca_topic_score_gemma":0.7291416,"domain_scores_codex":[0.9985722,0.0001708537,0.00008052145,0.000369261,0.0004070653,0.0004000185],"domain_scores_gemma":[0.997391,0.0002760579,0.0009004795,0.0002849171,0.0006824502,0.0004649596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001251939,0.00001701142,0.9978805,0.00001423094,0.0001121307,0.00003774272,0.0001649717,0.00004576552,0.0001167737,0.00001944191,0.0002672295,0.001199086],"study_design_scores_gemma":[0.000009860104,0.00003042385,0.9991698,0.000009168462,0.00005580145,0.00006999771,0.0001918833,0.0001334369,0.00002406963,0.0000107322,0.0002900467,0.00000483439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959373,0.0003912313,0.0001768911,0.0001166469,0.00001019395,0.00002497731,0.002728896,0.000008880364,0.0006048894],"genre_scores_gemma":[0.997525,0.0001457349,0.0001715381,0.00006146428,0.000008914709,0.00001748494,0.001644033,0.000007717178,0.0004181255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6604909,"threshold_uncertainty_score":0.6830171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670496042525737,"score_gpt":0.2688440620308444,"score_spread":0.252139101605587,"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."}}