{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008392579,0.0001716473,0.0003540613,0.0001232029,0.00009282635,0.00003654505,0.0002432946,0.00004702518,0.0001149194],"category_scores_gemma":[0.001580686,0.0001115885,0.000216644,0.0003625591,0.00008604898,0.0001426693,0.0001043889,0.00006310868,0.00001268796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002178641,"about_ca_system_score_gemma":0.00008581578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222448,"about_ca_topic_score_gemma":0.000293209,"domain_scores_codex":[0.9984961,0.0001934458,0.0004897104,0.0002614045,0.0004015405,0.0001578694],"domain_scores_gemma":[0.9985323,0.0003323556,0.0001438737,0.0005123184,0.0003189593,0.0001602001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007645289,0.003639227,0.141221,0.0007635579,0.0008355899,0.000004636397,0.003165592,0.000703816,0.0005208769,0.001681637,0.008769718,0.8379298],"study_design_scores_gemma":[0.0007708053,0.0002144482,0.9909742,0.001839696,0.0000788272,3.519986e-7,0.0004585236,0.0005741238,0.0002516194,0.004533894,0.000184074,0.0001194201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939877,0.002033348,0.0001447118,0.002034099,0.0005308446,0.0005837698,0.0001778951,0.00003400617,0.000473623],"genre_scores_gemma":[0.9981573,0.0005825196,0.0001467721,0.0007240631,0.00002312979,0.00004863839,0.0002036072,0.00001452716,0.00009939985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8497533,"threshold_uncertainty_score":0.4550448,"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."}}