{"id":"W4411429089","doi":"10.1016/j.ard.2025.05.538","title":"POS0150 EVOLUTION OF JANUS KINASE INHIBITORS (JAKi) PRESCRIPTIONS SINCE 2015 IN AN INTERNATIONAL COLLABORATION OF RHEUMATOID ARTHRITIS REGISTERS (THE ‘JAK-pot' STUDY): EFFECT OF REGULATORY WARNINGS","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Tofacitinib; Janus kinase; Medicine; Rheumatoid arthritis; Janus kinase inhibitor; Ruxolitinib; Medical prescription; Janus kinase 3; Bioinformatics; Pharmacology; Immunology; Internal medicine; Receptor; Biology; Immune system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001600798,0.0001534079,0.0006481525,0.0003348987,0.00007242175,0.00001241291,0.0002857173,0.0000751529,0.00001093168],"category_scores_gemma":[0.002136155,0.0001037242,0.00015552,0.000777478,0.0002476141,0.000269241,0.00007493142,0.0001236359,5.978274e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141856,"about_ca_system_score_gemma":0.001214859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004608267,"about_ca_topic_score_gemma":0.0004627018,"domain_scores_codex":[0.9965829,0.001043335,0.001332238,0.0002082353,0.0006494544,0.000183794],"domain_scores_gemma":[0.9970369,0.0003691193,0.0009559279,0.000699789,0.0008208534,0.0001174298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001748223,0.002778518,0.9220265,0.006422567,0.0004730484,0.000003779667,0.008894983,0.0004123097,0.001125523,0.004248407,0.01152161,0.04034459],"study_design_scores_gemma":[0.002145973,0.001379867,0.9785889,0.01053053,0.00005313914,0.000004353901,0.00427384,0.0009739,0.001203993,0.000296907,0.0004485248,0.0001001079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884545,0.003420792,0.0000164134,0.005777299,0.0003790148,0.001691902,0.0001165257,0.0000143623,0.0001291833],"genre_scores_gemma":[0.9992089,0.0005131577,0.00001357584,0.00006470695,0.00001978481,0.00007196837,0.00002343023,0.00001149314,0.00007296824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05656242,"threshold_uncertainty_score":0.6966352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923922208438829,"score_gpt":0.3562471203663617,"score_spread":0.3370078982819735,"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."}}