{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006137136,0.0005273224,0.0009487087,0.0002497796,0.0001796447,0.00008967444,0.0003991232,0.0008684984,0.0001135914],"category_scores_gemma":[0.0003223633,0.0004206538,0.0005613757,0.0004219444,0.00008627462,0.0001235491,0.0002917795,0.001158064,0.00007125504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004412514,"about_ca_system_score_gemma":0.0002871435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004736738,"about_ca_topic_score_gemma":0.00003899583,"domain_scores_codex":[0.9970233,0.0001979926,0.0005683995,0.0007011176,0.001111255,0.0003978694],"domain_scores_gemma":[0.9979463,0.000283207,0.0002346613,0.0009907003,0.0002904958,0.0002546047],"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":[0.0004981603,0.00009651619,0.00004377244,0.00008797875,0.0001433685,0.00009022679,0.000128275,6.034826e-8,0.001138874,0.00003106743,0.9777426,0.01999908],"study_design_scores_gemma":[0.0002163426,0.0008167872,0.0004639802,0.0004475591,0.0003797422,0.0000155839,0.00002459662,0.000002624015,0.003082042,0.0001845133,0.9939405,0.0004257608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003109162,0.0006353463,0.00360509,0.1291205,0.8432219,0.006288148,0.00124023,0.005486334,0.01009158],"genre_scores_gemma":[0.01435973,0.0004707872,0.004143826,0.01308601,0.9632652,0.0007568174,0.003154028,0.0001886417,0.0005749136],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1200434,"threshold_uncertainty_score":0.9998245,"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."}}