{"id":"W4300772227","doi":"10.1016/j.jvs.2022.08.043","title":"Racial and ethnic differences in presentation severity and postoperative outcomes in vascular surgery","year":2022,"lang":"en","type":"review","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Odds ratio; Randomized controlled trial; Surgery; Confidence interval; Asymptomatic; Hazard ratio; Internal medicine; Vascular disease","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":[0.0008586126,0.0005457493,0.002242289,0.001921409,0.0002297684,0.0009962716,0.0008367439,0.0008048567,0.003229338],"category_scores_gemma":[0.003334583,0.0003138312,0.001886398,0.00346281,0.0003713729,0.0007280442,0.0005310656,0.001101961,0.0002652842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512643,"about_ca_system_score_gemma":0.001464596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005709664,"about_ca_topic_score_gemma":0.01217211,"domain_scores_codex":[0.9995102,0.00007696864,0.0001600926,0.00009325729,0.0001238681,0.00003550941],"domain_scores_gemma":[0.9987853,0.0007380928,0.000304067,0.00001390054,0.0001209899,0.00003764108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004149432,0.000165173,0.01643665,0.1310225,0.00565399,0.0001815728,0.0001885867,0.0003522225,0.0002804435,0.001016617,0.01807135,0.826216],"study_design_scores_gemma":[0.0006260172,0.001054715,0.2191212,0.272141,0.06269696,0.00424681,0.001715223,0.0007054064,0.000601246,0.004190504,0.4325734,0.0003275048],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003797757,0.9992681,0.0000186257,0.00009438708,0.00005819447,0.000002877396,0.00002992362,0.000001049004,0.000147056],"genre_scores_gemma":[0.003221264,0.9962975,0.00007393164,0.0001769232,0.00011907,0.000005416994,0.00004300209,5.730072e-7,0.00006226855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005709664,"threshold_uncertainty_score":0.0113529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839372040606908,"score_gpt":0.353284646612304,"score_spread":0.2693474425516131,"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."}}