{"id":"W4283774637","doi":"10.1016/j.jacc.2022.05.001","title":"Incorporating Cultural Competence and Cultural Humility in Cardiovascular Clinical Trials to Increase Diversity Among Participants","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Emergency department; Incidence (geometry); Heart failure; Ambulatory care; Ambulatory; Ejection fraction; Health care; Emergency medicine; Pediatrics; Internal medicine; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1113589,0.0007264734,0.001908038,0.001303715,0.002541619,0.00356807,0.0008249214,0.002107367,0.004231913],"category_scores_gemma":[0.1875242,0.0007436359,0.002290303,0.0008343716,0.00136127,0.003135718,0.00432722,0.002991684,0.0005105525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910381,"about_ca_system_score_gemma":0.00862499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009913585,"about_ca_topic_score_gemma":0.003543576,"domain_scores_codex":[0.8848321,0.09496782,0.008805035,0.002555003,0.006701841,0.002138231],"domain_scores_gemma":[0.898692,0.06461289,0.01324429,0.005688271,0.009912724,0.007849787],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.06208288,0.03806791,0.1773911,0.009912582,0.01361694,0.0003661809,0.02040098,0.006244587,0.005160525,0.007489131,0.01573399,0.6435332],"study_design_scores_gemma":[0.1235316,0.09530558,0.5919632,0.01718941,0.01422332,0.0005801972,0.008337309,0.02104562,0.01394571,0.03811447,0.07446183,0.001301733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8586267,0.006939659,0.03344822,0.02539155,0.002551499,0.03701656,0.0007068404,0.000371422,0.03494759],"genre_scores_gemma":[0.9152214,0.0009942333,0.04704387,0.004854917,0.0004549454,0.03033479,0.0001778829,0.00003590962,0.0008819494],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8886411,"threshold_uncertainty_score":0.5889294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019746134830169,"score_gpt":0.3745911594604064,"score_spread":0.2726165459773895,"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."}}