{"id":"W4301764150","doi":"10.1136/annrheumdis-2022-eular.892","title":"POS0074 IMMUNOLOGICAL DIFFERENCES BETWEEN PsA PATIENTS WHO ARE TUMOR NECROSIS FACTOR INHIBITOR-NAIVE AND WHO HAVE INADEQUATE RESPONSE TO TUMOR NECROSIS FACTOR INHIBITORS","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Cilag; University of Oxford; Janssen Scientific Affairs; Memorial University of Newfoundland; Drexel University; College of Medicine, Drexel University; University of Washington","keywords":"Medicine; TNF inhibitor; Tumor necrosis factor alpha; Rheumatoid arthritis; Cytokine; Internal medicine; Psoriatic arthritis; Adalimumab; Immunology; Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002048267,0.0001961204,0.0002539563,0.0004689613,0.000333241,0.0005699188,0.0001618917,0.0003681519,0.006932303],"category_scores_gemma":[0.001342767,0.0001149432,0.0002836061,0.0003887303,0.0002391035,0.0004120916,0.0002560196,0.0003862063,0.000980728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181416,"about_ca_system_score_gemma":0.0001696409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008173687,"about_ca_topic_score_gemma":0.0008191761,"domain_scores_codex":[0.999749,0.00004859439,0.00003212622,0.00003902711,0.00003738333,0.00009380313],"domain_scores_gemma":[0.9992318,0.0002067131,0.0002236878,0.00002725174,0.00006919225,0.0002413377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00367035,0.0003344805,0.9756378,0.00002984171,0.00009018776,0.001205202,0.0002026649,0.0001026426,0.005672541,0.0001961542,0.00067247,0.01218564],"study_design_scores_gemma":[0.00009124016,0.0009738528,0.9940753,0.000009532318,0.00003943523,0.002795046,0.0004466922,0.0002647671,0.0003425007,0.0002124651,0.0007406039,0.000008523449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979603,0.0001169249,0.0000395072,0.00005976154,0.00001932397,0.0000055978,0.0001142499,0.000002492576,0.001681934],"genre_scores_gemma":[0.9991837,0.00004686698,0.00002553261,0.00008512005,0.00002570635,0.000004213726,0.0001909225,0.000002302093,0.0004355448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006932303,"threshold_uncertainty_score":0.0231908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738201722601285,"score_gpt":0.2635972635267192,"score_spread":0.2262152463007063,"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."}}