{"id":"W4402036513","doi":"10.1016/j.jss.2024.07.120","title":"Exploring Prognostic Implications of Race and Ethnicity in Patients With Peripheral Arterial Disease","year":2024,"lang":"en","type":"review","venue":"Journal of Surgical Research","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre Hospitalier de l’Université de Montréal; McGill University; University of British Columbia; Université de Montréal","funders":"","keywords":"Race (biology); Peripheral; Arterial disease; Medicine; Ethnic group; Disease; Internal medicine; Cardiology; Vascular disease; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001021373,0.0002159468,0.001242217,0.0006086067,0.00003890125,0.00005625901,0.0001833531,0.00006486818,0.0001010092],"category_scores_gemma":[0.0002669161,0.0001268708,0.000261899,0.0007366894,0.0002047569,0.0001806554,0.0002009075,0.00104004,0.000006663296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123087,"about_ca_system_score_gemma":0.0006375589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004518161,"about_ca_topic_score_gemma":0.000001672202,"domain_scores_codex":[0.9970438,0.0003633632,0.0008576295,0.0002820875,0.001107721,0.0003453295],"domain_scores_gemma":[0.9982341,0.0003045356,0.0002109736,0.000258692,0.0004384855,0.0005532238],"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":[0.003325404,0.001978173,0.02117511,0.04257705,0.0006066569,0.002159954,0.0001725476,0.000002900301,8.299865e-7,0.000193607,0.0007662247,0.9270415],"study_design_scores_gemma":[0.003907369,0.001801281,0.2711862,0.06145979,0.001880088,0.00009567687,0.00005685052,0.00001382847,1.478331e-7,0.0001302981,0.6591665,0.0003019731],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1830853,0.8145058,0.000002431022,0.0008060274,0.00009029778,0.001301186,0.00004063406,0.000007324375,0.0001610715],"genre_scores_gemma":[0.03919251,0.9602365,0.00004818591,0.000005391658,0.0002394296,0.0001179152,0.00001983985,0.00003676046,0.000103485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9267396,"threshold_uncertainty_score":0.5173642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2643506207831366,"score_gpt":0.4453042280828864,"score_spread":0.1809536072997497,"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."}}