{"id":"W4283701934","doi":"10.1136/annrheumdis-2022-eular.1298","title":"POS0521 RISKS OF SEVERE INFECTION AFTER THE INTRODUCTION OF bDMARDs IN NEWLY DIAGNOSED RHEUMATOID ARTHRITIS PATIENTS: A POPULATION-BASED INTERRUPTED TIME-SERIES ANALYSIS","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Research Canada; Simon Fraser University","funders":"Genentech; Regeneron Pharmaceuticals; Gilead Sciences; Sanofi; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Cohort; Population; Internal medicine; Cohort study; Pediatrics","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":[0.001889935,0.0005051733,0.0007615247,0.0007146949,0.0003300882,0.001354391,0.0007990364,0.001092331,0.003648673],"category_scores_gemma":[0.005788717,0.0005962657,0.002760871,0.001452414,0.0002865302,0.0007675973,0.000636438,0.002202517,0.000458196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224263,"about_ca_system_score_gemma":0.0003625418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005039307,"about_ca_topic_score_gemma":0.002645003,"domain_scores_codex":[0.9983884,0.0004845905,0.0001928346,0.0004808609,0.000161703,0.0002916573],"domain_scores_gemma":[0.9954563,0.001169173,0.001900404,0.0008335707,0.0002773195,0.0003631352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005518582,0.0001538123,0.9867902,0.00007571771,0.00224203,0.0002003458,0.00008837383,0.0006846719,0.0003778682,0.0001765044,0.0004211856,0.003270844],"study_design_scores_gemma":[0.00009763464,0.0006118706,0.9938588,0.00002187206,0.0008566498,0.0002776582,0.0001538837,0.003384495,0.0001014077,0.0001476654,0.0004647173,0.00002339888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949604,0.0009912784,0.00064419,0.00009689117,0.00004691181,0.00001542085,0.002629223,0.00001825019,0.0005974135],"genre_scores_gemma":[0.9971203,0.000261816,0.0001391713,0.00004059726,0.00003442473,0.00001927395,0.001865843,0.000008140798,0.0005104672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005039307,"threshold_uncertainty_score":0.01220602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795519765551661,"score_gpt":0.2929046236608989,"score_spread":0.2749494260053822,"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."}}