{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005251348,0.0007242544,0.001432807,0.001397391,0.0008165046,0.001298963,0.0009764225,0.0009596979,0.001252479],"category_scores_gemma":[0.009939637,0.0008339671,0.002312196,0.003871689,0.0005085141,0.0006420613,0.001941145,0.0006891859,0.0002216223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250694,"about_ca_system_score_gemma":0.001608809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01693228,"about_ca_topic_score_gemma":0.01809916,"domain_scores_codex":[0.9910719,0.003532043,0.001651614,0.001856805,0.001020904,0.000866706],"domain_scores_gemma":[0.9850014,0.002950957,0.009472331,0.00133549,0.000670369,0.0005694129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003593814,0.0001022841,0.991767,0.0001497436,0.001135325,0.0001021498,0.0002214279,0.00016251,0.0002139056,0.00003894979,0.0004809325,0.002031981],"study_design_scores_gemma":[0.0007261753,0.0005815943,0.9950563,0.00008071192,0.001094393,0.0002643957,0.0002920106,0.0004261581,0.0001769402,0.00004968516,0.001224487,0.00002700614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941438,0.001108565,0.0001124522,0.00003975818,0.00001118443,0.00004183276,0.004336515,0.000004159965,0.0002018609],"genre_scores_gemma":[0.9919623,0.0004821924,0.00021191,0.00006257736,0.0000281146,0.0001221515,0.006972739,0.000008431395,0.0001496285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01693228,"threshold_uncertainty_score":0.03366745,"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."}}