{"id":"W3165403689","doi":"10.1136/annrheumdis-2021-eular.2137","title":"POS0222 PREDICTORS OF RESPONSE: BASELINE CHARACTERISTICS AND EARLY TREATMENT RESPONSES ASSOCIATED WITH ACHIEVEMENT OF REMISSION AND LOW DISEASE ACTIVITY AMONG UPADACITINIB-TREATED PATIENTS WITH RHEUMATOID ARTHRITIS","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"ABB (Canada); MaRS","funders":"Monash University","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Logistic regression; Concordance; Confidence interval; Univariate analysis; Methotrexate; Disease; Multivariate analysis","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":[0.0003875454,0.0003152767,0.0003992531,0.000319569,0.0002743194,0.0007216983,0.000226742,0.0005017952,0.002770539],"category_scores_gemma":[0.001410762,0.0001415469,0.0005352979,0.0005460872,0.0001856674,0.0004098092,0.0002663138,0.0008014835,0.0003830014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989493,"about_ca_system_score_gemma":0.0002488028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056891,"about_ca_topic_score_gemma":0.001468464,"domain_scores_codex":[0.9996029,0.0001122395,0.00005366482,0.0000699677,0.00005705175,0.0001042961],"domain_scores_gemma":[0.9986737,0.0003730954,0.0005272827,0.00005632027,0.00007762634,0.0002919986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197584,0.0001008029,0.9947032,0.00001096389,0.00008541624,0.00009514442,0.00001916654,0.0001119352,0.0007574717,0.00002201173,0.0001541148,0.002742019],"study_design_scores_gemma":[0.00003378536,0.0003164694,0.9984189,0.000005808812,0.00005808482,0.0002801943,0.00008037943,0.0004177322,0.0001152814,0.00003525513,0.0002333345,0.000004913705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984543,0.0003325471,0.00005775782,0.00008616362,0.00001823384,0.000005157255,0.0002667376,0.000003242621,0.0007759446],"genre_scores_gemma":[0.9994729,0.00003915514,0.00003122912,0.00003759826,0.00002421295,0.000003331842,0.0002052401,0.000001392316,0.0001849429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002770539,"threshold_uncertainty_score":0.009268403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636104111289794,"score_gpt":0.2664683847085647,"score_spread":0.2501073435956668,"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."}}