{"id":"W4312192747","doi":"10.1053/j.semvascsurg.2022.12.001","title":"Community-engaged research in vascular surgery: An approach to decrease amputation disparities and effect population-level change","year":2022,"lang":"en","type":"review","venue":"Seminars in Vascular Surgery","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Department of Health and Human Services; National Institutes of Health; Kempe Foundation; Centers for Disease Control and Prevention; Virginia Department of Health","keywords":"Medicine; Public relations; Empowerment; Relevance (law); Population; Outreach; Community engagement; General partnership; Medical education; Knowledge management; Political science","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","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03962763,0.0005318494,0.00241479,0.003141506,0.0006567624,0.00005499977,0.0004263168,0.0007318229,0.00002854156],"category_scores_gemma":[0.009142161,0.0005526347,0.0005077128,0.002571217,0.000150856,0.0002282232,0.0003427015,0.007874887,0.000005157079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209906,"about_ca_system_score_gemma":0.0001462428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122769,"about_ca_topic_score_gemma":0.0001957264,"domain_scores_codex":[0.9791517,0.01784662,0.0008573853,0.0005592766,0.0007600058,0.0008250668],"domain_scores_gemma":[0.9845793,0.01395707,0.00008185751,0.0009501002,0.00002896698,0.0004026835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006088817,0.0001534356,0.002382551,0.01650457,0.0001190765,0.0001010151,0.0006826061,0.00006159765,4.472265e-8,0.00007369849,0.0003410056,0.9795743],"study_design_scores_gemma":[0.0003053932,0.00006418867,0.006199089,0.01875101,0.00026158,0.00006196248,0.001519495,0.00146481,8.024622e-7,0.0005450107,0.9694571,0.001369548],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02932417,0.9684703,0.0001071715,0.00001123025,0.0002853814,0.001458646,0.00002908503,0.0002431659,0.00007085023],"genre_scores_gemma":[0.01705221,0.977753,0.0002630701,0.00003119882,0.00008495609,0.002722968,0.001939011,0.0001475794,0.00000599197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9782048,"threshold_uncertainty_score":0.9996925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.188289491757917,"score_gpt":0.3536672838848636,"score_spread":0.1653777921269467,"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."}}