{"id":"W4391542984","doi":"10.3390/jcdd11020056","title":"The Inclusion of Underrepresented Populations in Cardiovascular Genetics and Epidemiology","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiovascular Development and Disease","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"BC Children's Hospital","keywords":"Epidemiology; Ethnically diverse; Inclusion (mineral); Genetic epidemiology; Underrepresented Minority; Biology; Medicine; Psychology; Population; Medical education; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03949091,0.0003793737,0.001360898,0.002668429,0.005187739,0.00488382,0.001571683,0.001416134,0.005097941],"category_scores_gemma":[0.08960997,0.0003491123,0.0005597008,0.003174829,0.004002135,0.004565631,0.00717872,0.002674683,0.0006115906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889717,"about_ca_system_score_gemma":0.005345644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058621,"about_ca_topic_score_gemma":0.01378625,"domain_scores_codex":[0.9515229,0.03510967,0.002988103,0.003561545,0.005126515,0.001691242],"domain_scores_gemma":[0.9408376,0.03384448,0.009976427,0.007188465,0.005347102,0.002805873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003696793,0.0004793537,0.5590225,0.001634254,0.0005383916,0.001861157,0.04832382,0.0006986474,0.001630946,0.08096093,0.01881964,0.2856607],"study_design_scores_gemma":[0.0001498637,0.0008821349,0.4449807,0.009624979,0.0007852094,0.006533211,0.09392273,0.003532678,0.003014941,0.2477404,0.1885827,0.0002504002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7147604,0.02873868,0.07932312,0.1274559,0.004115996,0.00129886,0.001911178,0.0001204966,0.04227538],"genre_scores_gemma":[0.9441997,0.008079179,0.01962835,0.02136636,0.001406402,0.001350612,0.0005057805,0.00004909114,0.00341458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03949091,"threshold_uncertainty_score":0.2088504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673534457612813,"score_gpt":0.2990174609812187,"score_spread":0.2622821164050906,"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."}}