{"id":"W2488660632","doi":"10.1111/trf.13730","title":"Incidence of transfusion reactions: a multicenter study utilizing systematic active surveillance and expert adjudication","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; University of California, San Francisco; National Institutes of Health","keywords":"Medicine; Intensive care medicine; Incidence (geometry); Blood transfusion; Emergency medicine; Transfusion-related acute lung injury; Retrospective cohort study; Adjudication; Surgery; Lung; Internal medicine","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":[0.03413938,0.0005255109,0.0009935081,0.004559991,0.0006156819,0.00153275,0.001096534,0.000783085,0.0005461989],"category_scores_gemma":[0.06292566,0.000775945,0.001115159,0.004178841,0.000902684,0.001257479,0.00174807,0.0005665824,0.0001730648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050975,"about_ca_system_score_gemma":0.002151934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003107835,"about_ca_topic_score_gemma":0.002411957,"domain_scores_codex":[0.9503261,0.02906987,0.009616253,0.004233277,0.005943285,0.0008112785],"domain_scores_gemma":[0.8700932,0.03134168,0.07236069,0.00886334,0.01472436,0.002616692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002560878,0.00009195392,0.996813,0.0001196545,0.0001813577,0.00002104134,0.0003517291,0.00001987206,0.00008502587,0.0000122434,0.00006891326,0.001979043],"study_design_scores_gemma":[0.000144167,0.001667414,0.9955199,0.0001268044,0.0003474992,0.0004050589,0.0007565772,0.000402661,0.0002153518,0.00001793865,0.0003804745,0.00001619238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962499,0.00148166,0.0006951363,0.00006192394,0.0000112987,0.0004921736,0.0006654468,0.00001403099,0.0003284927],"genre_scores_gemma":[0.9969888,0.00047249,0.0011134,0.00008792388,0.00003561316,0.0003944155,0.0008626045,0.000005429191,0.00003927148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413938,"threshold_uncertainty_score":0.1805484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353606107991937,"score_gpt":0.29146860253017,"score_spread":0.2679325414502507,"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."}}