{"id":"W3000468333","doi":"10.1016/j.xjtc.2019.12.008","title":"Commentary: Veins grafts reversibly adapt to the arterial circulation","year":2020,"lang":"en","type":"editorial","venue":"JTCVS Techniques","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artery; Medicine; Cardiology; Anastomosis; Bypass grafting; Vein; Internal medicine; Coronary circulation; Clinical significance; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00205829,0.001647424,0.002047487,0.001156182,0.001913532,0.002508346,0.004693752,0.0403956,0.01440868],"category_scores_gemma":[0.01758565,0.000842554,0.001716701,0.0008186591,0.003031267,0.004467398,0.001224152,0.04316463,0.01606337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003113948,"about_ca_system_score_gemma":0.002738602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005449737,"about_ca_topic_score_gemma":0.004465774,"domain_scores_codex":[0.9981936,0.0003477113,0.0002253221,0.0003214626,0.0007185485,0.0001932373],"domain_scores_gemma":[0.9918847,0.003637325,0.0004313197,0.0002450386,0.002830482,0.0009710638],"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":[0.00005020644,0.00001311456,0.00005960337,0.0001503975,0.00001074366,0.0004134531,0.00003377088,0.00002892651,0.00007787956,0.0004144525,0.9953988,0.003348625],"study_design_scores_gemma":[0.0001412688,0.00008241164,0.0005981547,0.0007151291,0.00004618595,0.00159263,0.0002410878,0.0001709417,0.0003146253,0.002609885,0.9934222,0.00006546679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003924276,0.005316913,0.0001811064,0.7012318,0.2889857,0.00004907254,0.0002759757,0.0001721179,0.003394831],"genre_scores_gemma":[0.002452456,0.00403728,0.00017733,0.6512362,0.3323368,0.00005884572,0.000103605,0.00005420988,0.009543377],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0403956,"threshold_uncertainty_score":0.04820186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112056929935556,"score_gpt":0.271865959117455,"score_spread":0.2607453898180995,"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."}}