{"id":"W2895306289","doi":"10.1016/j.jtcvs.2018.09.038","title":"Commentary: Late venous graft failure: Mystery solved?","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Neointimal hyperplasia; Vascular smooth muscle; Hyperplasia; Smooth muscle; Intimal hyperplasia; Vein; Neointima; Cell growth; Artery; Cardiology; Internal medicine; Cancer research","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":[0.002996129,0.001046731,0.002301451,0.000996022,0.003682246,0.004023919,0.002815356,0.07355787,0.01141955],"category_scores_gemma":[0.0390905,0.0007741178,0.001142297,0.0009673375,0.002908944,0.005137295,0.001912499,0.05193634,0.009731002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003906085,"about_ca_system_score_gemma":0.004748964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882479,"about_ca_topic_score_gemma":0.004395152,"domain_scores_codex":[0.9963273,0.001429462,0.000480209,0.0005303014,0.0008058968,0.0004268521],"domain_scores_gemma":[0.9864872,0.007410562,0.001168893,0.000301432,0.002653975,0.001977852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000405363,0.00001730385,0.0003081186,0.00006990165,0.0000131932,0.001962058,0.00007322396,0.00003759202,0.00005467876,0.001005292,0.9931838,0.003234334],"study_design_scores_gemma":[0.0002726942,0.000104124,0.001182072,0.001359264,0.0001034715,0.006872751,0.0008132442,0.0006381629,0.0002397181,0.01212796,0.9761547,0.0001317658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001929216,0.001258077,0.00004983519,0.9629403,0.03415575,0.000006609501,0.0000474697,0.00001705617,0.001332028],"genre_scores_gemma":[0.003590187,0.001430518,0.0001318693,0.861171,0.1306174,0.00002384307,0.00003499525,0.00001869862,0.002981516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07355787,"threshold_uncertainty_score":0.03820223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720894443618238,"score_gpt":0.298128978724959,"score_spread":0.2809200342887766,"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."}}