{"id":"W4402738461","doi":"10.1016/j.jvs.2024.09.016","title":"Prosthetic conduits have worse outcomes compared with great saphenous vein conduits in femoropopliteal and infrapopliteal bypass in patients with chronic limb-threatening ischemia","year":2024,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NHLBI Division of Intramural Research; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Vascular Society; Boston Scientific Corporation; National Institutes of Health; Canadian Society for Vascular Surgery; Abbott Vascular","keywords":"Medicine; Electrical conduit; Critical limb ischemia; Great saphenous vein; Ischemia; Surgery; Saphenous veins; Vein; Limb ischemia; Cardiology; Internal medicine; Vascular disease; Arterial disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003678227,0.0002196063,0.0003212555,0.0004214895,0.0003325285,0.0008864741,0.0001921936,0.0004542568,0.002897833],"category_scores_gemma":[0.002460506,0.0001163435,0.0004611269,0.0005520973,0.0003006015,0.0004776366,0.0003239552,0.0005719613,0.0002438191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230494,"about_ca_system_score_gemma":0.0002958767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008526227,"about_ca_topic_score_gemma":0.001901015,"domain_scores_codex":[0.99979,0.00005047917,0.00002464535,0.00003300776,0.00003459293,0.00006724022],"domain_scores_gemma":[0.9988669,0.0003118547,0.0004347345,0.00004936033,0.00007624194,0.0002608958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009677738,0.0001037185,0.9929882,0.00003026109,0.0001070051,0.0003291962,0.000080063,0.00006328939,0.0004048986,0.0000715086,0.0002089386,0.004645308],"study_design_scores_gemma":[0.00005131826,0.0006085176,0.9970542,0.00002429862,0.0001342493,0.001054179,0.0003361645,0.0002535229,0.00009774037,0.0001342016,0.0002441542,0.000007406392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989828,0.0003186842,0.00003781859,0.00007333681,0.00002413518,0.000002827818,0.00006236842,0.000001305009,0.0004966328],"genre_scores_gemma":[0.9994792,0.0001517733,0.00002757218,0.00004456088,0.00003989078,0.000002985336,0.000107393,0.000001296026,0.0001452036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002897833,"threshold_uncertainty_score":0.009694219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065520457048873,"score_gpt":0.2337642091642918,"score_spread":0.2231090045938031,"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."}}