{"id":"W3043306280","doi":"10.1136/annrheumdis-2020-eular.346","title":"OP0231 COMPARATIVE EFFECTIVENESS OF JAK-INHIBITORS, TNF-INHIBITORS, ABATACEPT AND IL-6 INHIBITORS IN AN INTERNATIONAL COLLABORATION OF REGISTERS OF RHEUMATOID ARTHRITIS PATIENTS (THE “JAK-POT” STUDY)","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Clinical Research Institute","funders":"Pfizer; Eli Lilly and Company","keywords":"Abatacept; Medicine; Rheumatoid arthritis; TNF inhibitor; Tofacitinib; Methotrexate; Arthritis; Internal medicine; Immunology; Pharmacology; Oncology; Adalimumab; Rituximab; Antibody","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":[],"consensus_categories":[],"category_scores_codex":[0.000346371,0.0002016429,0.0007410136,0.0001489592,0.0000601885,0.00002024751,0.0002284215,0.00004469898,0.00002570814],"category_scores_gemma":[0.0008871134,0.0001409643,0.0001832363,0.0005044059,0.0003086616,0.000323467,0.0001267888,0.0001205037,7.83923e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002537322,"about_ca_system_score_gemma":0.0001450693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002445019,"about_ca_topic_score_gemma":0.00005657925,"domain_scores_codex":[0.997526,0.000463629,0.001029867,0.0002577359,0.0005878293,0.0001349612],"domain_scores_gemma":[0.9974095,0.0004713432,0.0009099933,0.0003581103,0.0007369904,0.0001140385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004420563,0.008663597,0.9157113,0.002127485,0.001149135,0.000005318272,0.02940625,0.001684455,0.02002704,0.0005579428,0.004904813,0.01134213],"study_design_scores_gemma":[0.006541464,0.004014407,0.7446468,0.01177269,0.0001624885,0.000004129022,0.01619247,0.00160958,0.2142985,0.0002310886,0.0002121907,0.0003141989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967403,0.0005356718,0.00001439783,0.0006311304,0.000308535,0.001251189,0.000433529,0.00001177148,0.0000734952],"genre_scores_gemma":[0.9994094,0.0003321807,0.00002618089,0.0000516434,0.0000328629,0.00004115839,0.00008623152,0.00001738982,0.000002919648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942714,"threshold_uncertainty_score":0.5748357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04151861357584468,"score_gpt":0.325950423299203,"score_spread":0.2844318097233584,"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."}}