{"id":"W4411431438","doi":"10.1016/j.ard.2025.05.188","title":"OP0175 ESTABLISHING DEFINITIONS FOR DIFFICULT-TO-TREAT PSORIATIC ARTHRITIS (D2T-PsA) AND COMPLEX-TO-MANAGE PSORIATIC ARTHRITIS (C2M-PsA): INSIGHTS FROM THE GROUP FOR RESEARCH AND ASSESSMENT OF PSORIASIS AND PSORIATIC ARTHRITIS (GRAPPA) INITIATIVE","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of Toronto; Women's College Hospital","funders":"","keywords":"Psoriatic arthritis; Medicine; Psoriasis; Arthritis; Dermatology; Immunology","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":[0.1036759,0.001005507,0.00141147,0.004560514,0.002762494,0.007240153,0.005550048,0.004039284,0.01591353],"category_scores_gemma":[0.1056117,0.0005418884,0.001750069,0.004927824,0.00443988,0.005877468,0.01689125,0.008580641,0.004845159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006262215,"about_ca_system_score_gemma":0.0602927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009562898,"about_ca_topic_score_gemma":0.01233253,"domain_scores_codex":[0.9465184,0.03124841,0.005030021,0.00266306,0.01219312,0.002346981],"domain_scores_gemma":[0.9104287,0.03659611,0.01054665,0.00336328,0.02723015,0.01183515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001283256,0.00109484,0.02723454,0.009073321,0.0002384084,0.0004456124,0.004669399,0.00158688,0.0007838576,0.1545261,0.3168083,0.4822555],"study_design_scores_gemma":[0.0006908271,0.001437321,0.03478391,0.02924508,0.0003173221,0.001028524,0.005588999,0.001892604,0.001514611,0.05388219,0.8694702,0.000148367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04563396,0.1021035,0.162666,0.3327618,0.01784313,0.03379539,0.03850913,0.000786865,0.2659002],"genre_scores_gemma":[0.2331061,0.05018484,0.5100461,0.06534323,0.008139257,0.03779224,0.06708414,0.001570625,0.02673356],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1036759,"threshold_uncertainty_score":0.548297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077037049159908,"score_gpt":0.387177100043849,"score_spread":0.2794733951278582,"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."}}