{"id":"W1486428546","doi":"10.1007/bf03022216","title":"Platelet transfusions are not associated with increased morbidity or mortality in cardiac surgery","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Blood transfusion and management","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Perioperative; Myocardial infarction; Adverse effect; Propensity score matching; Cardiac surgery; Logistic regression; Internal medicine; Platelet transfusion; Platelet; Stroke (engine); Observational study; Surgery; Cardiology","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":[0.0007219025,0.0002451279,0.0004768042,0.0005364474,0.0003724672,0.0009498644,0.0005317329,0.001225452,0.002960481],"category_scores_gemma":[0.01096649,0.0002974581,0.0008450469,0.001086936,0.0005006567,0.0004925902,0.0003161556,0.001880285,0.0003957014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663586,"about_ca_system_score_gemma":0.000820317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301634,"about_ca_topic_score_gemma":0.003681245,"domain_scores_codex":[0.9991103,0.0002224759,0.0001270035,0.00008947599,0.0003207475,0.0001299858],"domain_scores_gemma":[0.9877933,0.003932836,0.005609397,0.0008906355,0.0005081657,0.001265734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003790082,0.0001145883,0.9823646,0.0001194812,0.0004983086,0.0009297261,0.00005546078,0.0000881341,0.001074267,0.00008712351,0.000663355,0.01021469],"study_design_scores_gemma":[0.00004158956,0.0003472933,0.9978455,0.00002599279,0.0002118572,0.0008184204,0.00005797092,0.0001525065,0.0001229817,0.0001050228,0.0002628559,0.000007943034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902843,0.005942453,0.0001468452,0.0008014331,0.000189239,0.000009320711,0.0002252459,0.00001531501,0.002385798],"genre_scores_gemma":[0.9979326,0.001104299,0.00009210777,0.0001660742,0.0002144715,0.000003417095,0.0002301466,0.000005573419,0.0002513807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002960481,"threshold_uncertainty_score":0.009903789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258356256436473,"score_gpt":0.2279392036536022,"score_spread":0.2053556410892374,"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."}}