{"id":"W4411884097","doi":"10.3899/jrheum.2025-0314.103","title":"Minorities Are Under-Represented in SLE Clinical Trials: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; University of Ottawa","funders":"","keywords":"Medicine; Clinical trial; Ethnic group; Meta-analysis; MEDLINE; Population; Pacific islanders; Psychological intervention; Demography; Randomized controlled trial; Subgroup analysis; Internal medicine; Odds ratio; Gerontology; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0626212,0.002643512,0.02189045,0.01340915,0.0009954376,0.00598407,0.00270895,0.002974058,0.003615768],"category_scores_gemma":[0.1506846,0.002063053,0.03220213,0.01351596,0.001442378,0.004569073,0.002519903,0.002316512,0.0002983055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004110739,"about_ca_system_score_gemma":0.00666642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004190943,"about_ca_topic_score_gemma":0.01163425,"domain_scores_codex":[0.9087915,0.04824486,0.02877587,0.005035262,0.00802752,0.00112501],"domain_scores_gemma":[0.8352764,0.1340157,0.02008541,0.003025323,0.006942073,0.0006550467],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009062522,0.00002293127,0.006574041,0.6037837,0.3703443,0.0001230088,0.0002234304,0.0003520265,0.0001104626,0.0003658616,0.0007235815,0.01647029],"study_design_scores_gemma":[0.0006479361,0.0002278343,0.006912346,0.1786772,0.8088562,0.0001893245,0.0002054163,0.0003525649,0.0001506615,0.0008181366,0.002915628,0.00004666568],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002663967,0.9951411,0.0006369306,0.0003784553,0.0001329882,0.0004855314,0.0003135409,0.00001483967,0.0002325567],"genre_scores_gemma":[0.1646404,0.8253686,0.004152371,0.001762322,0.0004913009,0.00272355,0.0006157451,0.00004220429,0.0002034662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9373788,"threshold_uncertainty_score":0.3311765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3610133349153877,"score_gpt":0.5230438067301091,"score_spread":0.1620304718147214,"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."}}