{"id":"W2588788499","doi":"10.1213/ane.0000000000001807","title":"Red Cell Transfusion–Associated Hemolysis in Cardiac Surgery: An Observational Cohort Study","year":2017,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Canadian Blood Services; Toronto General Hospital","funders":"","keywords":"Medicine; Transferrin saturation; Interquartile range; Hemoglobin; Confidence interval; Odds ratio; Logistic regression; Internal medicine; Cardiac surgery; Surgery; Anesthesia; Gastroenterology; Cardiology; Anemia; Iron deficiency","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":[0.001663033,0.0004199452,0.0006615934,0.0005874727,0.0005971006,0.001074728,0.0006134412,0.0006772933,0.0009656188],"category_scores_gemma":[0.002948482,0.0006601454,0.0009914015,0.001501946,0.0003696735,0.0006399232,0.0006442816,0.001149598,0.0002023861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004934615,"about_ca_system_score_gemma":0.0008922882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008350343,"about_ca_topic_score_gemma":0.008369227,"domain_scores_codex":[0.9988986,0.0003028015,0.0001211329,0.0003365397,0.0001745271,0.0001662853],"domain_scores_gemma":[0.9973938,0.0004412482,0.001178953,0.0004143006,0.0002018899,0.0003696655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827733,0.00005227208,0.9990227,0.000007707346,0.0001181951,0.0000592479,0.0000612791,0.00002465012,0.0001428973,0.00001137881,0.00006369709,0.0002530881],"study_design_scores_gemma":[0.00002663066,0.0002199361,0.9987335,0.000009063868,0.0001029984,0.0002189324,0.0002131718,0.0003094556,0.00003372463,0.00001781422,0.0001079423,0.000006938185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994147,0.0001046968,0.00009351857,0.00001888823,0.000004515551,0.00001142942,0.0002750825,0.000001836216,0.00007531705],"genre_scores_gemma":[0.9993013,0.0001071101,0.0001044865,0.00002597819,0.000009111187,0.00002023974,0.0003791932,0.000002180263,0.00005045651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008350343,"threshold_uncertainty_score":0.01660347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583081854516495,"score_gpt":0.2887879327210577,"score_spread":0.2429571141758928,"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."}}