{"id":"W4409339478","doi":"10.1017/cts.2025.40","title":"Measuring trust in medical research: Perspectives from racial and ethnic communities underrepresented in research","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Science","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Sector Council Newfoundland and Labrador","funders":"National Institutes of Health; National Center for Advancing Translational Sciences; Johns Hopkins University; American Heart Association","keywords":"Ethnic group; Underrepresented Minority; Medical research; Sociology; Psychology; Medical education; Medicine; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09994163,0.00007272907,0.000456836,0.001107218,0.0002622647,0.00006871306,0.0005041477,0.0003210068,0.0001091649],"category_scores_gemma":[0.07352723,0.00005497371,0.00007696237,0.001936334,0.009285661,0.0002681731,0.0002521724,0.008214815,0.000001328091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005579646,"about_ca_system_score_gemma":0.004367913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000845946,"about_ca_topic_score_gemma":0.007911162,"domain_scores_codex":[0.9914507,0.001783858,0.001361659,0.000308378,0.00470498,0.000390442],"domain_scores_gemma":[0.9071655,0.08924598,0.0001174651,0.0002801329,0.00260778,0.0005831306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001728022,0.0006888186,0.9164259,0.00006169116,0.00003036001,0.0001351458,0.006133121,0.00001071983,0.0001265032,0.03354139,0.00001555289,0.04110279],"study_design_scores_gemma":[0.002404243,0.0002022014,0.7801601,0.001129379,0.000004609776,0.00001025498,0.006262362,0.001555903,0.00002200804,0.2081132,0.0001004594,0.00003534768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402444,0.003707394,0.00006945313,0.04931468,0.0001082458,0.0001571451,0.000002054976,0.000002585538,0.006394056],"genre_scores_gemma":[0.9921229,0.006801546,0.0006357306,0.000149235,0.000191415,0.000002689982,4.956063e-7,0.000003797021,0.00009216389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1745718,"threshold_uncertainty_score":0.9940733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9205439882283999,"score_gpt":0.7373893371864005,"score_spread":0.1831546510419994,"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."}}