{"id":"W2931607972","doi":"10.1111/anae.14631","title":"The association between platelet dysfunction and adverse outcomes in cardiac surgical patients","year":2019,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiopulmonary bypass; Platelet activation; Platelet; Internal medicine; Cardiology; Organ dysfunction; Thrombosis; Stroke (engine); Cardiac surgery; Myocardial infarction; Deep vein; Anesthesia; Sepsis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006856311,0.0001443345,0.0006505075,0.0000705497,0.00007006567,0.00002215436,0.00004764406,0.0001584118,0.00001536775],"category_scores_gemma":[0.0001364952,0.00009170589,0.0002636936,0.0001507622,0.0000280255,0.00008940585,0.00001943759,0.0001900158,0.0001372892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494788,"about_ca_system_score_gemma":0.00002787294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008788786,"about_ca_topic_score_gemma":0.000008836622,"domain_scores_codex":[0.9986562,0.0001678149,0.0002781916,0.0002163224,0.0004038996,0.0002776213],"domain_scores_gemma":[0.998765,0.0007848761,0.00008881196,0.0002087087,0.00005196001,0.0001006594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008570159,0.00002929798,0.9853721,0.000008466704,0.00009425687,0.00002897024,0.00006068846,7.723078e-7,0.000001075666,0.000659461,0.00008525998,0.01357398],"study_design_scores_gemma":[0.001677511,0.0001392653,0.8391243,0.00001255585,0.00006329796,0.000002475042,0.0000581044,0.000005190261,0.000009250376,0.00001591711,0.1587994,0.00009273824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915835,0.0001228244,3.069346e-7,0.001710692,0.0001431828,0.000442048,0.000002893003,0.00003211768,0.005962404],"genre_scores_gemma":[0.9954358,0.000296384,0.00001076304,0.0001827605,0.00006491725,0.00001291,0.00002997402,0.00001555673,0.003950903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587141,"threshold_uncertainty_score":0.3739658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005489695920792642,"score_gpt":0.2257636605474362,"score_spread":0.2202739646266435,"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."}}