{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007816884,0.0004405345,0.001767888,0.0005504509,0.00006139029,0.00005562054,0.00006103884,0.000151852,0.0000147641],"category_scores_gemma":[0.0002240697,0.0003797094,0.0003635469,0.0002048326,0.0001455487,0.0001764387,0.0001026763,0.0002378744,0.000005333938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700085,"about_ca_system_score_gemma":0.000199019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001229838,"about_ca_topic_score_gemma":0.00004290476,"domain_scores_codex":[0.9977897,0.0002150511,0.0007076456,0.0006434057,0.0002109866,0.0004331454],"domain_scores_gemma":[0.9985778,0.0006160101,0.0002762287,0.0003021482,0.00003485774,0.0001929034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009675509,0.0001717236,0.2754367,0.03035779,0.0005084173,0.0000543159,0.0002843072,0.0000101158,2.28912e-8,0.000003470863,0.0003987951,0.6926776],"study_design_scores_gemma":[0.004091782,0.0004019295,0.7904905,0.0792452,0.005671345,0.000002480437,0.0004195675,0.0009384761,5.914364e-8,0.000657818,0.116226,0.001854803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3884273,0.6096839,0.00000457432,0.00001818404,0.0001061872,0.0016115,0.000110948,0.0000348122,0.000002572976],"genre_scores_gemma":[0.003102848,0.9941401,0.0000927705,0.00008447287,0.0001013952,0.001279484,0.001024341,0.000107922,0.00006664241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6908227,"threshold_uncertainty_score":0.9998655,"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."}}