{"id":"W4379647506","doi":"10.1136/annrheumdis-2023-eular.604","title":"AB1085 CHANGES IN SERUM CYTOKINES AND COLLAGEN PROTEINS CORRELATE WITH DURABILITY OF GUSELKUMAB EFFICACY AND CONTINUED DISEASE IMPROVEMENT THROUGH 2 YEARS IN PATIENTS WITH ACTIVE PSORIATIC ARTHRITIS","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Weill Cornell Medical College; Universität zu Lübeck; Queen's University; Bristol-Myers Squibb","keywords":"Medicine; Psoriatic arthritis; Internal medicine; Cytokine; Immunology; Gastroenterology; Arthritis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000175411,0.0001481426,0.0004847698,0.0001158665,0.00003954208,0.00001219835,0.0000944858,0.00003085859,0.00001859813],"category_scores_gemma":[0.0004499551,0.00009463743,0.00003493165,0.000431066,0.0003098591,0.0001292912,0.0001096138,0.0000693161,9.832463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001579726,"about_ca_system_score_gemma":0.0001511287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599747,"about_ca_topic_score_gemma":0.0001650957,"domain_scores_codex":[0.9986976,0.00009875456,0.0003486885,0.0002175054,0.0003965202,0.0002409343],"domain_scores_gemma":[0.9991102,0.0001307826,0.0002185771,0.0003285052,0.0001240594,0.00008794124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007189748,0.001540176,0.8563855,0.002644352,0.0003277723,0.00002342896,0.004571134,0.00007104018,0.00005358559,0.00004125509,0.0001069537,0.127045],"study_design_scores_gemma":[0.006735514,0.0008456358,0.9880078,0.00279849,0.00005610747,3.094736e-7,0.0008201283,0.0001047052,0.000240139,0.0002783472,0.00001014102,0.0001026805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959151,0.0006650049,6.421469e-7,0.0009626995,0.00001396313,0.002284043,0.0001289796,0.0000153888,0.0000141437],"genre_scores_gemma":[0.9986473,0.001078124,0.000009492746,0.00004521125,0.000002760497,0.0001421007,0.00001911313,0.00001765158,0.000038279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1316223,"threshold_uncertainty_score":0.3859203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574817692315539,"score_gpt":0.2679127038635007,"score_spread":0.2521645269403453,"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."}}