{"id":"W4232164795","doi":"10.1016/j.athoracsur.2009.04.031","title":"Invited Commentary","year":2009,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Extracorporeal circulation; Acute kidney injury; Artery; Coronary artery bypass surgery; Bypass grafting; Randomized controlled trial; Cardiology; Extracorporeal; Internal medicine; Cardiac surgery; Surgery","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":[0.007213239,0.001494728,0.002726116,0.001224215,0.009593156,0.01003767,0.004257539,0.1280193,0.0233308],"category_scores_gemma":[0.0568571,0.001344302,0.002712728,0.001044315,0.003990106,0.00435473,0.004459241,0.07227106,0.01718509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01073798,"about_ca_system_score_gemma":0.01262531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159784,"about_ca_topic_score_gemma":0.02738982,"domain_scores_codex":[0.9904764,0.002092757,0.0008200626,0.001460654,0.002950701,0.002199506],"domain_scores_gemma":[0.9812256,0.008380516,0.001498115,0.0005514318,0.004209975,0.00413437],"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":[0.00001652311,0.000005938278,0.0001132112,0.00002794181,0.000008065304,0.0004217471,0.00007641275,0.00001525405,0.00002862394,0.0007867653,0.9971189,0.001380579],"study_design_scores_gemma":[0.00008409819,0.00002515112,0.0006523805,0.0003888535,0.00004565628,0.000761015,0.0004767309,0.0001321576,0.0001167833,0.003523021,0.9937391,0.00005506391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001584712,0.001057479,0.00003655726,0.9285715,0.06543239,0.00001652284,0.00004583681,0.00001822355,0.004663089],"genre_scores_gemma":[0.001001681,0.0003705249,0.00003852591,0.9642264,0.02362724,0.00002636199,0.00001678213,0.00001652261,0.01067588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1280193,"threshold_uncertainty_score":0.0780493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076840066568173,"score_gpt":0.3786632541901651,"score_spread":0.2709792475333478,"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."}}