{"id":"W4392196599","doi":"10.3389/fcvm.2024.1285685","title":"Consensus statement—graft treatment in cardiovascular bypass graft surgery","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Karl Landsteiner Privatuniversität für Gesundheitswissenschaften","keywords":"Medicine; Intimal hyperplasia; Revascularization; Bypass grafting; Cardiology; Artery; Surgery; Internal thoracic artery; Internal medicine; Smooth muscle; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004683352,0.0007036417,0.003762183,0.001866843,0.00006372128,0.00003342832,0.0001493403,0.0003285567,0.00009296494],"category_scores_gemma":[0.0002365965,0.0005763848,0.004022947,0.001679228,0.0004009384,0.0001289487,0.00006681879,0.0005759345,0.00002519236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523482,"about_ca_system_score_gemma":0.0005827273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002466069,"about_ca_topic_score_gemma":0.00004791028,"domain_scores_codex":[0.9942495,0.0006914733,0.001263695,0.00129613,0.001533186,0.0009659638],"domain_scores_gemma":[0.997384,0.0003288347,0.00006528351,0.001745179,0.0001183453,0.0003584144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004344466,0.0002577189,0.2143942,0.0008442428,0.01963549,0.03127177,0.0008454098,0.0003825619,0.00007667695,0.00005088395,0.1197229,0.6120837],"study_design_scores_gemma":[0.003352136,0.0003511423,0.08624619,0.00205836,0.003650498,0.001110658,0.001330883,0.000568109,0.0004286886,0.0003062257,0.8998933,0.0007037541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06426537,0.908058,0.00854456,0.003043011,0.006922051,0.002556653,0.00005363677,0.0007603475,0.00579641],"genre_scores_gemma":[0.9742687,0.02053611,0.001715678,0.0003161987,0.001137109,0.0006463059,0.0003060745,0.0001779306,0.0008959036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9100033,"threshold_uncertainty_score":0.9996688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187334571058406,"score_gpt":0.2627031332443755,"score_spread":0.2439696761385349,"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."}}