{"id":"W2542727532","doi":"10.1016/j.ihj.2016.10.002","title":"Preoperative values of inflammatory markers predict clinical outcomes in patients after CABG, regardless of the use of cardiopulmonary bypass","year":2016,"lang":"en","type":"article","venue":"Indian Heart Journal","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Asymmetric dimethylarginine; Cardiopulmonary bypass; Cardiology; Internal medicine; Myocardial infarction; Cardiac surgery; Platelet activation; Inflammation; Platelet","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":[0.0002948843,0.0003176626,0.0003376799,0.000259262,0.0002101753,0.0004466963,0.0001182991,0.0003328641,0.001403415],"category_scores_gemma":[0.001233384,0.0001182641,0.0002379527,0.0003161537,0.0002014324,0.00021967,0.0001992842,0.00062633,0.0001886278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196766,"about_ca_system_score_gemma":0.0002998693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004434,"about_ca_topic_score_gemma":0.0007551508,"domain_scores_codex":[0.9998197,0.00004567277,0.00002504906,0.00003312754,0.00003205816,0.00004446457],"domain_scores_gemma":[0.9992527,0.0001579426,0.0003023758,0.0000337028,0.00005212927,0.0002010632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006628438,0.00011135,0.9960277,0.00002124969,0.00004785263,0.00009617651,0.00003402041,0.00004206007,0.0008344338,0.00001309142,0.00006059607,0.002048675],"study_design_scores_gemma":[0.00001660069,0.000511661,0.9984737,0.0000114696,0.00005172953,0.0003134957,0.0000930669,0.0001725464,0.0001847611,0.00004288782,0.0001237812,0.000004271277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987028,0.0005867294,0.00008041478,0.00007999242,0.00001851753,0.000007026894,0.00009542527,0.000002846051,0.00042626],"genre_scores_gemma":[0.9993603,0.0002048982,0.0000986802,0.00002300697,0.0000324959,0.000006519001,0.0001289755,8.317499e-7,0.0001442924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001403415,"threshold_uncertainty_score":0.004694939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652850662657798,"score_gpt":0.2916270586571206,"score_spread":0.2650985520305427,"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."}}