{"id":"W6947730829","doi":"10.3899/jrheum.2025-0314.116","title":"A Comparative Study of Difficult-To-Treat Vs Non-Difficult-To-Treat Psoriatic Arthritis for Disease Burden and Comorbidities: An Ultrasound Study","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Enthesitis; Psoriatic arthritis; Synovitis; Rheumatoid arthritis; Enthesis; Rheumatology; Dactylitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004294914,0.0001854016,0.0005649381,0.0001566606,0.0002388932,0.00004860607,0.000390582,0.00002551853,0.00004407709],"category_scores_gemma":[0.00008762828,0.0001191889,0.00003632801,0.0001796734,0.0001007298,0.0001490872,0.00005395134,0.0001141089,0.00001101655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001158541,"about_ca_system_score_gemma":0.00002259955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002676818,"about_ca_topic_score_gemma":0.002171009,"domain_scores_codex":[0.9985752,0.0002602281,0.0005112506,0.0002009466,0.0002368058,0.00021553],"domain_scores_gemma":[0.998464,0.0007451131,0.0002270907,0.0002990264,0.00006216986,0.000202536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0017289,0.0007222801,0.9668484,0.00007634778,0.0002175324,0.00001762821,0.01829034,0.0065989,0.00003555433,0.00001783285,0.0009091693,0.004537122],"study_design_scores_gemma":[0.002856105,0.005639273,0.9117612,0.0001484428,0.0003052254,0.00006042008,0.07855247,0.0002754883,0.00002404537,0.00009468027,0.0001309478,0.0001517349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976666,0.0003428209,0.0001727952,0.0002718269,0.000322377,0.001046604,0.00011369,0.00000758826,0.00005572611],"genre_scores_gemma":[0.9993454,0.0003382253,0.0001442984,0.00003239535,0.00002405293,0.000008194673,0.00001696614,0.00000406028,0.0000864691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06026212,"threshold_uncertainty_score":0.4860381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486518526346411,"score_gpt":0.268799728033893,"score_spread":0.2539345427704289,"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."}}