{"id":"W4407099573","doi":"10.1016/j.conctc.2025.101440","title":"Bridging the gap: Understanding Latino willingness to participate in public health and clinical trials research across diverse subgroups","year":2025,"lang":"en","type":"article","venue":"Contemporary Clinical Trials Communications","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"National Institute on Minority Health and Health Disparities; Office of the Director; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Pittsburgh","keywords":"Bridging (networking); Public health; Clinical trial; Family medicine; Psychology; Medicine; Computer science; Pathology; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1288488,0.0003186393,0.0008144303,0.003061719,0.002871797,0.007178571,0.001859525,0.002754921,0.003173221],"category_scores_gemma":[0.2142433,0.0005676616,0.0008800803,0.002331492,0.007530351,0.009968298,0.006706074,0.003870448,0.0003499547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313503,"about_ca_system_score_gemma":0.01499684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006386959,"about_ca_topic_score_gemma":0.007568271,"domain_scores_codex":[0.9278625,0.05798931,0.004653139,0.002184867,0.004890391,0.002419798],"domain_scores_gemma":[0.7970941,0.1485855,0.02821323,0.007311484,0.007788391,0.01100734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006272496,0.0005903222,0.3905617,0.002689505,0.0007794236,0.000574811,0.3741885,0.0002789397,0.0008214854,0.01521911,0.008456001,0.205213],"study_design_scores_gemma":[0.0002713336,0.0008397334,0.3311733,0.01511537,0.0005267572,0.001110951,0.5401942,0.001078663,0.0004826738,0.05285768,0.05613882,0.0002104792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7121136,0.01945872,0.004895103,0.242747,0.0006867936,0.0003645671,0.0002627146,0.0000347766,0.01943678],"genre_scores_gemma":[0.96833,0.00526953,0.001760124,0.02335371,0.0004019066,0.0004773175,0.0000947981,0.00001676298,0.0002958309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288488,"threshold_uncertainty_score":0.6814257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9886578811696114,"score_gpt":0.789333833802171,"score_spread":0.1993240473674404,"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."}}