{"id":"W3015986665","doi":"10.2196/17589","title":"Development of “Advancing People of Color in Clinical Trials Now!”: Web-Based Randomized Controlled Trial Protocol","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute","keywords":"Clinical trial; Randomized controlled trial; Medicine; Ethnic group; Protocol (science); Literacy; Research design; Intervention (counseling); Community-based participatory research; Participatory action research; Health literacy; Family medicine; Alternative medicine; Psychology; Nursing; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.06967589,0.006248684,0.008627477,0.003493255,0.00478668,0.005671085,0.004187653,0.009200425,0.131353],"category_scores_gemma":[0.06501279,0.004451005,0.005328322,0.004099042,0.003954737,0.005132791,0.003015554,0.01333763,0.02449626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005827944,"about_ca_system_score_gemma":0.02513454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207653,"about_ca_topic_score_gemma":0.005940104,"domain_scores_codex":[0.9504659,0.03436648,0.004629637,0.003057219,0.004336019,0.003144757],"domain_scores_gemma":[0.9678259,0.01114166,0.004685054,0.004647762,0.007764596,0.00393497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5797871,0.03218387,0.002150569,0.06511661,0.003106936,0.0007466166,0.002131655,0.004085482,0.003356401,0.02317902,0.1601854,0.1239705],"study_design_scores_gemma":[0.7759702,0.02521457,0.004392578,0.01552289,0.00127831,0.0001785152,0.0006367792,0.006779896,0.002206351,0.01199568,0.1554751,0.0003491581],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004361231,0.00007874561,0.001466994,0.0001666903,0.0002511355,0.9959574,0.0008963504,0.0000999026,0.0006466325],"genre_scores_gemma":[0.0003705664,0.00003350772,0.001983879,0.0001008865,0.00001922572,0.997244,0.00006522358,0.000004523162,0.0001781389],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.131353,"threshold_uncertainty_score":0.4394195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7975183307440408,"score_gpt":0.7505881512411793,"score_spread":0.04693017950286149,"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."}}