{"id":"W2102955908","doi":"10.1111/j.0041-1132.2004.00657.x","title":"Universal leukoreduction and acute transfusion reactions: putting the puzzle together","year":2004,"lang":"en","type":"review","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Canadian Blood Services","keywords":"Chills; Medicine; Leukoreduction; Intensive care medicine; Adverse effect; Sepsis; Transfusion reaction; Blood transfusion; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004191855,0.001362442,0.003276843,0.003122422,0.001173419,0.006958377,0.002849757,0.01028847,0.006745066],"category_scores_gemma":[0.0107031,0.0006466336,0.001179204,0.003926863,0.003918744,0.01862482,0.003873352,0.01302317,0.00229746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239608,"about_ca_system_score_gemma":0.002249242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905973,"about_ca_topic_score_gemma":0.002169715,"domain_scores_codex":[0.997234,0.0007275224,0.0007732149,0.0004695457,0.0004931925,0.0003024614],"domain_scores_gemma":[0.9867381,0.006975906,0.002310519,0.0006605177,0.002125598,0.001189308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002293726,0.0009057419,0.04525486,0.01100874,0.001002461,0.009755444,0.002650943,0.0006991853,0.001656752,0.0575753,0.122762,0.7444348],"study_design_scores_gemma":[0.0002867825,0.001580003,0.06111946,0.02366486,0.001579145,0.03917808,0.008541417,0.002343766,0.001407439,0.2405746,0.6191595,0.0005650336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005457017,0.8681778,0.001158945,0.1150576,0.007173975,0.00001812317,0.00009909984,0.00006417041,0.002793343],"genre_scores_gemma":[0.03512109,0.8757862,0.001702003,0.02994155,0.055355,0.0000341862,0.0001777559,0.00004897296,0.001833289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01028847,"threshold_uncertainty_score":0.02256453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137068330632144,"score_gpt":0.304016113443132,"score_spread":0.2726454301368106,"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."}}