{"id":"W4411035457","doi":"10.1136/rmdopen-2024-005250","title":"Identification of distinct disease activity trajectories in patients with psoriatic arthritis receiving tofacitinib: a post hoc analysis of two phase 3 studies","year":2025,"lang":"en","type":"article","venue":"RMD Open","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"Pfizer","keywords":"Medicine; Tofacitinib; Enthesitis; Psoriatic arthritis; Post-hoc analysis; Internal medicine; Psoriasis; Janus kinase inhibitor; Arthritis; Dermatology; Rheumatoid arthritis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001643447,0.0001394465,0.0007517625,0.0002671096,0.00007631164,0.00001902313,0.00009851933,0.0000190662,0.00003123714],"category_scores_gemma":[0.0003514639,0.0001128812,0.00009554209,0.001091387,0.0001067856,0.0001697386,0.0001071492,0.00005168147,7.594281e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009283044,"about_ca_system_score_gemma":0.00008604802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006132718,"about_ca_topic_score_gemma":0.003183208,"domain_scores_codex":[0.9988801,0.00006430498,0.0004116978,0.0002777402,0.0002233515,0.0001427608],"domain_scores_gemma":[0.9989541,0.000122452,0.0002457226,0.0003149793,0.000312893,0.00004988371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005174723,0.00197441,0.9454675,0.0001921005,0.002988201,0.00001657033,0.000841231,0.0000105417,0.00008909155,0.00008342788,0.00001458683,0.04314762],"study_design_scores_gemma":[0.0165154,0.000666085,0.9791175,0.0006519831,0.001877721,1.174823e-7,0.0005117498,0.00004718576,0.0004548866,0.00005586128,0.00001493409,0.00008657642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968035,0.001377801,0.00002164863,0.0001312377,0.00007412831,0.0009132709,0.0005580953,0.000008980254,0.0001113804],"genre_scores_gemma":[0.9992896,0.0002846545,0.00005558314,0.00001541178,0.000006526889,0.0001120087,0.0001560706,0.000008028296,0.00007212935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04306104,"threshold_uncertainty_score":0.4603161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829144559460354,"score_gpt":0.3485240828226628,"score_spread":0.3302326372280593,"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."}}