{"id":"W4404299010","doi":"10.1186/s41927-024-00431-5","title":"Rheumatoid arthritis and COVID-19 outcomes: a systematic review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMC Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Coronavirus disease 2019 (COVID-19); Rheumatoid arthritis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Systematic review; MEDLINE; Arthritis; Betacoronavirus; Virology; Internal medicine; Political science; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001930579,0.001223391,0.02825669,0.00145712,0.0002309856,0.0002013659,0.0003492577,0.0005682501,0.001006874],"category_scores_gemma":[0.003721496,0.0007327583,0.004413766,0.001279102,0.0006551938,0.0001126969,0.00038737,0.0008686974,0.0004587136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152882,"about_ca_system_score_gemma":0.001080232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002151251,"about_ca_topic_score_gemma":0.0004076103,"domain_scores_codex":[0.9926704,0.001620982,0.002891871,0.001416236,0.0006017787,0.000798738],"domain_scores_gemma":[0.9944289,0.002066387,0.0007991311,0.001446026,0.0001289541,0.001130608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000441606,0.00003832427,0.00004174737,0.7909106,0.2032137,0.0001885458,0.00007447459,2.313785e-8,2.283466e-9,0.00199442,0.001840564,0.001693152],"study_design_scores_gemma":[0.0006340151,0.0001134828,0.000001092418,0.1801891,0.5382487,0.02131856,0.00007122401,0.00001094359,9.668163e-9,0.0003129833,0.258394,0.0007058761],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002207015,0.9921843,0.00019525,0.001321525,0.00006650804,0.005564503,0.0003072718,0.0002521032,0.0001062666],"genre_scores_gemma":[0.00001936228,0.9942552,0.0003350409,0.0009369252,0.000003859323,0.003047346,0.0002321948,0.0001374535,0.001032649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6107215,"threshold_uncertainty_score":0.9999064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135943483446495,"score_gpt":0.4062102218265906,"score_spread":0.2926158734819411,"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."}}