{"id":"W4386591807","doi":"10.1007/s40744-023-00589-3","title":"Treatment with Upadacitinib in Active Psoriatic Arthritis: Efficacy and Safety Data of the First 192 Patients from the UPJOINT Study, a Multicentre, Observational Study in Clinical Practice","year":2023,"lang":"en","type":"article","venue":"Rheumatology and Therapy","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Psoriatic arthritis; Medicine; Observational study; Clinical Practice; Arthritis; Internal medicine; Physical therapy","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":[0.000321178,0.0001644211,0.0005248743,0.00003648449,0.0001624259,0.000008771408,0.0001056656,0.00005503764,0.00001007004],"category_scores_gemma":[0.0003900768,0.00008356931,0.0000247002,0.0002424703,0.0001630151,0.00008896227,0.0001327566,0.000159767,0.000002563173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002792689,"about_ca_system_score_gemma":0.00006729877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439604,"about_ca_topic_score_gemma":0.01030651,"domain_scores_codex":[0.9983591,0.000364954,0.0005189643,0.0003958462,0.0001881999,0.0001728975],"domain_scores_gemma":[0.9968061,0.002456479,0.0001980369,0.0004514546,0.00005474945,0.00003322197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005770425,0.006196383,0.910759,0.0000035733,0.000769132,0.00006520814,0.008979538,0.000001007885,8.430403e-8,0.00002182241,0.00001776054,0.06741606],"study_design_scores_gemma":[0.06029404,0.00287664,0.9253295,0.0001622859,0.0000866084,0.00001543205,0.01039512,0.00006045039,7.207795e-7,0.00002347779,0.0006902296,0.00006548077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932465,0.001852743,2.816514e-7,0.001987038,0.0001194795,0.00265641,0.0001074165,0.00001108198,0.00001907867],"genre_scores_gemma":[0.9854109,0.01419331,0.00004356049,0.0001291339,0.00001024813,0.000114263,0.00008275491,0.00001085291,0.000004920739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06735058,"threshold_uncertainty_score":0.5751272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09776755823014459,"score_gpt":0.3733402660045043,"score_spread":0.2755727077743597,"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."}}