{"id":"W4282913371","doi":"10.1136/annrheumdis-2022-222586","title":"Effectiveness of TNF-inhibitors, abatacept, IL6-inhibitors and JAK-inhibitors in 31 846 patients with rheumatoid arthritis in 19 registers from the ‘JAK-pot’ collaboration","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"Galápagos; AbbVie; Pfizer","keywords":"Medicine; Abatacept; Rheumatoid arthritis; Tofacitinib; Tocilizumab; Janus kinase; Antirheumatic Agents; TNF inhibitor; Methotrexate; Internal medicine; Pharmacology; Adalimumab; Rituximab; Cytokine","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":[0.000977632,0.0003106086,0.0008037647,0.0002580535,0.0002672375,0.00006019342,0.0003361595,0.00005008238,0.00006501658],"category_scores_gemma":[0.00109445,0.0002053039,0.000170707,0.0009954328,0.0005694235,0.0003123506,0.000290578,0.0002941456,0.000002277094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009690133,"about_ca_system_score_gemma":0.0004549552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002510974,"about_ca_topic_score_gemma":0.0005965161,"domain_scores_codex":[0.9959213,0.001186534,0.0008821511,0.0004314346,0.00115507,0.0004235405],"domain_scores_gemma":[0.9971355,0.001235113,0.000504819,0.0006944636,0.0002317876,0.0001983033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00379564,0.001615948,0.9560478,0.0006162672,0.000310335,0.00002243665,0.003831578,0.0005605894,0.0003127035,0.0002686436,0.008625032,0.02399298],"study_design_scores_gemma":[0.01476247,0.00126988,0.9556943,0.01393349,0.00002382088,0.00001323938,0.00668098,0.0001960357,0.004048322,0.001834837,0.00110312,0.0004395189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760441,0.01947851,0.000003391339,0.001526444,0.0002921644,0.001963554,0.0005977565,0.00002510291,0.00006897603],"genre_scores_gemma":[0.9909707,0.008365895,0.00002417576,0.0001033201,0.00002227482,0.0002755403,0.0001775389,0.00004313026,0.00001738531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02355346,"threshold_uncertainty_score":0.8372048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050045167206504,"score_gpt":0.2565807524622414,"score_spread":0.2460803007901764,"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."}}