{"id":"W4283695384","doi":"10.1136/annrheumdis-2022-eular.1291","title":"POS1026 PREDICTORS FOR ACHIEVEMENT OF LOW DISEASE ACTIVITY AT WEEK 56 IN PATIENTS WITH PSORIATIC ARTHRITIS WHO RECEIVED UPADACITINIB 15 MG ONCE DAILY: POOLED ANALYSIS OF TWO PHASE 3 STUDIES","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Psoriatic arthritis; Dactylitis; Internal medicine; Enthesitis; Logistic regression; Golimumab; Body mass index; Post-hoc analysis; Psoriasis Area and Severity Index; Psoriasis; Arthritis; Disease; Immunology; Adalimumab","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006220685,0.001568555,0.005196857,0.0006611847,0.0003468333,0.00177827,0.0006388312,0.001270476,0.00192298],"category_scores_gemma":[0.00479377,0.0008713984,0.01023006,0.001392079,0.0004965137,0.001203309,0.0007364096,0.001902969,0.0002709735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866641,"about_ca_system_score_gemma":0.0005295314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006789319,"about_ca_topic_score_gemma":0.001833651,"domain_scores_codex":[0.9964922,0.002059139,0.0003213695,0.000560826,0.0003191391,0.0002472429],"domain_scores_gemma":[0.9940146,0.00348242,0.001458632,0.0004518109,0.0003196205,0.0002729323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.3989817,0.0007404239,0.2933216,0.005062019,0.2342847,0.000280514,0.0001265038,0.003546336,0.004467276,0.0001596319,0.001683657,0.05734564],"study_design_scores_gemma":[0.04361763,0.02719427,0.657599,0.0006828331,0.2591729,0.0005796417,0.0002375778,0.005199204,0.001651708,0.0007352775,0.003090682,0.0002392368],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285417,0.06543373,0.001307305,0.0002634723,0.0003833049,0.0002894798,0.002019471,0.00007567643,0.0016858],"genre_scores_gemma":[0.9933532,0.004025484,0.000497822,0.0002384155,0.0001678612,0.000115463,0.001195844,0.00001847964,0.0003871771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006220685,"threshold_uncertainty_score":0.03289849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033080676145061,"score_gpt":0.295746787816304,"score_spread":0.2654159810548534,"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."}}