{"id":"W4362521936","doi":"10.1093/rheumatology/kead158","title":"Risk of severe infections after the introduction of biologic DMARDs in people with newly diagnosed rheumatoid arthritis: a population-based interrupted time-series analysis","year":2023,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Research Canada; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Arthritis Society","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Cohort; Population; Retrospective cohort study; Cohort study; Rheumatology; Tocilizumab; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002378634,0.000249397,0.0004557288,0.0009175123,0.0002245212,0.0007402121,0.0006396006,0.0003728401,0.0009253403],"category_scores_gemma":[0.006713558,0.0002760816,0.001146483,0.001273588,0.0002097883,0.000336043,0.0004136252,0.0006445392,0.000130247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005360469,"about_ca_system_score_gemma":0.0004885421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02768782,"about_ca_topic_score_gemma":0.01434163,"domain_scores_codex":[0.9984288,0.0004574368,0.0001962129,0.0004397206,0.0002957326,0.0001819999],"domain_scores_gemma":[0.9944673,0.001013798,0.003001583,0.0006515213,0.000534672,0.0003312308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003264415,0.00003297941,0.9971155,0.00001671105,0.0003890881,0.00005383534,0.00006288188,0.0003318599,0.00009261169,0.00003501813,0.0001153336,0.001427767],"study_design_scores_gemma":[0.00001592353,0.0001025893,0.9961184,0.00001253431,0.0001504537,0.000125866,0.00009961771,0.003080996,0.00005543741,0.0000387734,0.0001924714,0.000006907484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972569,0.0005287863,0.0005472547,0.00005372168,0.0000105208,0.00001460448,0.001307135,0.00001019611,0.0002709101],"genre_scores_gemma":[0.9981856,0.000171367,0.0002477507,0.00001578728,0.00001026852,0.00001442951,0.00122665,0.000002821536,0.000125244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02768782,"threshold_uncertainty_score":0.05505329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00599846279901638,"score_gpt":0.2410328417730372,"score_spread":0.2350343789740208,"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."}}