{"id":"W4411426019","doi":"10.1016/j.ard.2025.06.520","title":"POS1170 DECIPHERING DIFFICULT-TO-TREAT PSORIATIC ARTHRITIS (D2T-PsA): INSIGHTS FROM AN INTERNATIONAL GRAPPA PATIENT SURVEY","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Canadian Arthritis Network; Arthritis Research Centre of Canada; Arthritis Society","funders":"","keywords":"Medicine; Psoriatic arthritis; Dermatology; Psoriasis; Family medicine; Medical physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006099785,0.0001350681,0.0002767401,0.0009543429,0.0005916982,0.001026439,0.0003508993,0.0004897794,0.001943557],"category_scores_gemma":[0.01331746,0.0001274395,0.0002873517,0.001769894,0.000428539,0.001113111,0.001824313,0.0009286056,0.0005003103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701385,"about_ca_system_score_gemma":0.001329437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155381,"about_ca_topic_score_gemma":0.005529304,"domain_scores_codex":[0.9962565,0.002321141,0.0004192418,0.0001680773,0.0005065924,0.0003284805],"domain_scores_gemma":[0.9930857,0.002764722,0.001897914,0.0002430751,0.001174641,0.000833905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001910256,0.0002978612,0.8827097,0.0006814097,0.00006430606,0.0003876484,0.0273343,0.0001162438,0.0004178496,0.0005763559,0.01770104,0.06952219],"study_design_scores_gemma":[0.00005055701,0.0006974622,0.8836629,0.001113025,0.00006219461,0.001528478,0.07452244,0.000509592,0.0002713297,0.0005379783,0.03698742,0.00005660875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806636,0.001018532,0.0009091763,0.00423743,0.00004415196,0.0003997599,0.005526766,0.00001469226,0.007185814],"genre_scores_gemma":[0.9866298,0.002130762,0.001980998,0.003810615,0.00008887803,0.00102044,0.003636667,0.00001376267,0.0006880009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006099785,"threshold_uncertainty_score":0.03225917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705040123242437,"score_gpt":0.3144056722411564,"score_spread":0.297355271008732,"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."}}