{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006326877,0.0003619407,0.001085868,0.0007451033,0.00004427084,0.0001214963,0.00009596494,0.00008790988,0.00006400888],"category_scores_gemma":[0.00005180996,0.0002399083,0.0002158975,0.0004673831,0.0001324978,0.0004094748,0.00006251558,0.0005321825,0.000004979588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005434001,"about_ca_system_score_gemma":0.0004013423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006873535,"about_ca_topic_score_gemma":0.0001667242,"domain_scores_codex":[0.9974176,0.0001234578,0.00081759,0.0003697109,0.0007787328,0.0004929597],"domain_scores_gemma":[0.9988801,0.0001451163,0.000229747,0.0002800686,0.0001705043,0.0002944727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033335,0.0004316078,0.9864485,0.0005782411,0.000659575,0.002820639,0.0006793719,0.0003105731,0.00006795151,0.000009392993,0.0001914909,0.006769384],"study_design_scores_gemma":[0.00622307,0.0008163137,0.9871907,0.003205593,0.0003480839,0.0001541194,0.0001952237,0.0006041983,0.00006478165,0.00001391329,0.0008673734,0.0003166602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949183,0.003713531,0.00002328782,0.0004237723,0.0001192378,0.0006480429,0.000007254549,0.00003151918,0.0001149862],"genre_scores_gemma":[0.9992241,0.0001260144,0.0001549513,0.00018823,0.00006276966,0.00002637659,0.000030605,0.00005643626,0.0001305653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006452724,"threshold_uncertainty_score":0.9783175,"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."}}