{"id":"W4283704737","doi":"10.1136/annrheumdis-2022-eular.1800","title":"POS0683 EFFICACY AND SAFETY OF UPADACITINIB IN TNFi-IR PATIENTS WITH RHEUMATOID ARTHRITIS FROM THREE PHASE 3 CLINICAL TRIALS","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Rheumatoid arthritis; Clinical trial; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001970764,0.0001821326,0.001333601,0.0001307062,0.0001349817,0.00001282605,0.000293278,0.00004695557,0.001019597],"category_scores_gemma":[0.004292758,0.0001193249,0.0002879591,0.0002965349,0.000393134,0.000109232,0.0002952596,0.0002648805,0.000003915959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001265256,"about_ca_system_score_gemma":0.0003390739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001720451,"about_ca_topic_score_gemma":0.0000181372,"domain_scores_codex":[0.995856,0.0009864898,0.001821249,0.0002699873,0.000804832,0.0002614405],"domain_scores_gemma":[0.9964284,0.001822862,0.0007971851,0.0006339609,0.0001621979,0.0001553473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01340087,0.005792337,0.5386592,0.0002663826,0.0007073587,0.00001041788,0.0005399248,0.00004492239,0.00002209031,0.0001723998,0.003047182,0.4373369],"study_design_scores_gemma":[0.02581575,0.001422193,0.9681649,0.001586047,0.00007495856,0.000002138004,0.000529698,0.0002892911,0.00009528609,0.0008839269,0.0009862201,0.0001496241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990801,0.005761138,0.00001601829,0.001082207,0.00007156003,0.001358533,0.0007430436,0.00001568848,0.0001508596],"genre_scores_gemma":[0.9957145,0.00377184,0.00003475325,0.0002191775,0.000009149744,0.00006142898,0.00013926,0.00002399113,0.00002589003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4371873,"threshold_uncertainty_score":0.9998936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0907575257936098,"score_gpt":0.3990842654537877,"score_spread":0.3083267396601779,"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."}}