{"id":"W4318761775","doi":"10.1053/j.semvascsurg.2023.01.005","title":"Racial, ethnic, and socioeconomic inequities in amputation risk for patients with peripheral artery disease and diabetes","year":2023,"lang":"en","type":"review","venue":"Seminars in Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Centre","funders":"Health Services Research and Development","keywords":"Medicine; Amputation; Socioeconomic status; Ethnic group; Diabetes mellitus; Disease; Arterial disease; Physical therapy; Gerontology; Intensive care medicine; Vascular disease; Surgery; Internal medicine; Environmental health; Population; Endocrinology","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":[0.0007530384,0.0004873802,0.001740603,0.001222768,0.0001874413,0.0007079772,0.0006397975,0.0006557517,0.002673866],"category_scores_gemma":[0.001654126,0.0001878657,0.001098495,0.00237433,0.0002947617,0.0005540974,0.000506347,0.001057227,0.0002958273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562587,"about_ca_system_score_gemma":0.001099889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005117428,"about_ca_topic_score_gemma":0.01061197,"domain_scores_codex":[0.9997895,0.00004555638,0.00004105475,0.00004047307,0.00006054252,0.00002286591],"domain_scores_gemma":[0.9994553,0.0003487895,0.00009881974,0.000007275647,0.00006447369,0.00002541888],"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":[0.0001952006,0.00005818241,0.003158145,0.04866461,0.001322159,0.00008403258,0.00007791149,0.0002029132,0.0001261359,0.001353758,0.02112965,0.9236273],"study_design_scores_gemma":[0.0004796904,0.0006570517,0.08947105,0.1697848,0.0194125,0.003010754,0.001109713,0.0006011951,0.0003413509,0.008345486,0.706584,0.0002023687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001588975,0.9995056,0.00001366474,0.0001281683,0.00005087187,0.000001185735,0.00001739907,9.157084e-7,0.0001233431],"genre_scores_gemma":[0.001394335,0.9982826,0.00004414938,0.0001193865,0.00008508677,0.000002744571,0.00002594146,3.71045e-7,0.00004545467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005117428,"threshold_uncertainty_score":0.01017529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508899308091346,"score_gpt":0.288921782914048,"score_spread":0.2638327898331345,"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."}}