{"id":"W4410404364","doi":"10.3899/jrheum.2024-1162","title":"The Effect of Early Attainment of Minimal Disease Activity on Radiographic Outcomes: A Real-World Longitudinal Cohort Study in Psoriatic Arthritis","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Cohort; Internal medicine; Oligoarthritis; Arthritis; Radiography; Surgery; Cohort study; Polyarthritis; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006277793,0.0004116218,0.0004697736,0.000580951,0.000520119,0.001055298,0.0006911459,0.001018156,0.0009373539],"category_scores_gemma":[0.01404085,0.0003413125,0.001007945,0.0007456907,0.0003973697,0.000892474,0.0007759997,0.0009458304,0.0001651473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597757,"about_ca_system_score_gemma":0.0004425035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00478017,"about_ca_topic_score_gemma":0.005491863,"domain_scores_codex":[0.9957421,0.002488783,0.0003030174,0.0006501815,0.0004306676,0.0003852128],"domain_scores_gemma":[0.9912255,0.002576531,0.003602609,0.001053579,0.0004158602,0.001125915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008568806,0.00008048043,0.9975431,0.00001005516,0.0002350888,0.0000531679,0.00005750751,0.00005224745,0.00009998697,0.00001097479,0.00003907298,0.0009614668],"study_design_scores_gemma":[0.00003079065,0.0004706772,0.9988357,0.000006909049,0.00008871085,0.0001320679,0.00008813843,0.0002237519,0.00002479952,0.00001758328,0.00007568906,0.000005094738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988412,0.0005203089,0.0001352904,0.00007227853,0.000009152913,0.00001229272,0.0002715157,0.000002785418,0.0001352666],"genre_scores_gemma":[0.999427,0.0001259178,0.0001175167,0.00002340536,0.00001308435,0.00001190527,0.0002139025,0.000001516884,0.0000657654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006277793,"threshold_uncertainty_score":0.03320056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009868643414654495,"score_gpt":0.3019826157870974,"score_spread":0.2921139723724429,"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."}}