{"id":"W4409276511","doi":"10.1101/2025.04.07.25325365","title":"Evidence of ethnic variations in the relationships between routinely recorded clinical factors and T2D: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"medRxiv","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen Mary University of London","keywords":"Meta-analysis; Ethnic group; Systematic review; Psychology; Medicine; MEDLINE; Biology; Sociology; Internal medicine; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02539894,0.00314002,0.02494719,0.01001269,0.0007973789,0.004832377,0.002951037,0.002653316,0.004859979],"category_scores_gemma":[0.0685363,0.001765483,0.03740549,0.01116974,0.001237699,0.002410823,0.002188807,0.001881761,0.0004000087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003844556,"about_ca_system_score_gemma":0.006345455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008794995,"about_ca_topic_score_gemma":0.01742087,"domain_scores_codex":[0.9803036,0.008365314,0.007213079,0.001704854,0.001941704,0.0004714833],"domain_scores_gemma":[0.942723,0.04441256,0.008246952,0.001292989,0.002926349,0.0003981382],"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":[0.0008243838,0.00001674487,0.003052717,0.6263241,0.3597951,0.00008775022,0.00009643112,0.0002549485,0.00009517105,0.0001129924,0.0004220446,0.008917625],"study_design_scores_gemma":[0.0003714472,0.0001483367,0.003857407,0.1031849,0.8897986,0.000115566,0.00007793371,0.000108365,0.0000965611,0.0002292791,0.001984386,0.00002726596],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002085479,0.996285,0.0003590107,0.0001873561,0.0001130316,0.0003056284,0.000483186,0.00001455992,0.0001668616],"genre_scores_gemma":[0.08866578,0.9053715,0.002025794,0.0009353916,0.0002278142,0.001696629,0.0008296029,0.00002768937,0.000219699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02539894,"threshold_uncertainty_score":0.134324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7991733259579648,"score_gpt":0.6126010534791908,"score_spread":0.1865722724787739,"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."}}