{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01301854,0.001471244,0.00239259,0.002139667,0.002047498,0.003990437,0.005896047,0.01771552,0.01176388],"category_scores_gemma":[0.02983005,0.0006979047,0.003756176,0.001459742,0.001690912,0.002599534,0.003759058,0.01557971,0.01459651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003662428,"about_ca_system_score_gemma":0.01280163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005121068,"about_ca_topic_score_gemma":0.006171951,"domain_scores_codex":[0.9885953,0.003478914,0.002438842,0.0008365222,0.003886643,0.0007636922],"domain_scores_gemma":[0.969638,0.006792223,0.002404992,0.000621367,0.01721897,0.003324419],"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":[0.00007575415,0.00007083949,0.0002399121,0.003864937,0.00006490617,0.000140946,0.00008617272,0.0002736689,0.0003015723,0.00264956,0.8715959,0.120636],"study_design_scores_gemma":[0.00007733495,0.00007007831,0.001033884,0.01292629,0.0001172005,0.0003810479,0.0001086607,0.0001438712,0.0002393895,0.003578675,0.9812934,0.0000302723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009498975,0.1671887,0.007191874,0.5664586,0.2123971,0.001419175,0.003359444,0.0002613548,0.04077383],"genre_scores_gemma":[0.01468739,0.2459671,0.03478995,0.4577017,0.1772284,0.003652479,0.01123432,0.0003379737,0.05440067],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01771552,"threshold_uncertainty_score":0.06884938,"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."}}