{"id":"W4411428363","doi":"10.1016/j.ard.2025.06.1547","title":"ABS0512 STABLE PATIENT-REPORTED OUTCOMES DESPITE IMPROVING CLINICAL OUTCOMES OVER 25 YEARS. THE EARLY UNDIFFERENTIATED POLYARTHRITIS (EUPA) COHORT","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Eion (Canada); Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Polyarthritis; Cohort; Cohort study; Pediatrics; Physical therapy; Arthritis; Internal medicine; Family medicine","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":[0.001220757,0.0003224611,0.0005460732,0.0004326946,0.0007036082,0.00102842,0.0004567088,0.0004595724,0.002949432],"category_scores_gemma":[0.001852593,0.0001603665,0.0005094723,0.0005040916,0.0002723607,0.0006150262,0.0007598809,0.0007242333,0.0007981881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003228955,"about_ca_system_score_gemma":0.0005912486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634155,"about_ca_topic_score_gemma":0.003339768,"domain_scores_codex":[0.9994197,0.0001067855,0.00004736012,0.0001775223,0.00009990859,0.0001486561],"domain_scores_gemma":[0.998623,0.0001264926,0.0004601491,0.0001727784,0.0001644385,0.000453249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003943439,0.0004805551,0.9781795,0.000049448,0.000322147,0.000650499,0.0001529271,0.0001035453,0.0009680568,0.000150831,0.00220894,0.01279026],"study_design_scores_gemma":[0.0002695761,0.001812611,0.993044,0.00003183689,0.0002066411,0.001494649,0.0002761103,0.0003703191,0.0001527934,0.0001799479,0.002143509,0.0000180847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994528,0.0006955094,0.0001680664,0.0001862742,0.00005089656,0.00004408391,0.003018904,0.00001092061,0.001297345],"genre_scores_gemma":[0.9961544,0.0002220565,0.0001291465,0.0001750716,0.00006483174,0.00005201281,0.002535692,0.000005537962,0.000661263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002949432,"threshold_uncertainty_score":0.009866893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07229156528176861,"score_gpt":0.4084682779557413,"score_spread":0.3361767126739727,"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."}}