{"id":"W2076381473","doi":"10.1111/j.1537-2995.2005.04061.x","title":"Prestorage leukoreduction and low‐temperature filtration reduce hemolysis of stored red cell concentrates","year":2004,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Hemolysis; Erythrocyte fragility; Leukoreduction; Chemistry; Red Cell; Animal science; Andrology; Biology; Medicine; Immunology; Blood transfusion; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004752161,0.000451726,0.0003212971,0.0002552952,0.0001432716,0.00044735,0.0003660596,0.0002076953,0.001539684],"category_scores_gemma":[0.0004545604,0.00009511522,0.0002382042,0.0001596531,0.0002622161,0.000261267,0.000205619,0.000294297,0.0001757302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602506,"about_ca_system_score_gemma":0.0003578675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714103,"about_ca_topic_score_gemma":0.001956334,"domain_scores_codex":[0.9996835,0.00005209348,0.00003705773,0.00006345459,0.00009316633,0.00007069299],"domain_scores_gemma":[0.9996963,0.00005666227,0.0001233208,0.00003054273,0.00004622991,0.00004698968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002161847,0.0003316842,0.003122284,0.0000711192,0.00004258531,0.00003786125,0.0000640517,0.0001316007,0.9838685,0.00003951737,0.00005442383,0.01007456],"study_design_scores_gemma":[0.00008044764,0.006412028,0.03658075,0.00001053207,0.00008269058,0.0001825642,0.00002839731,0.0003753419,0.95557,0.00002043195,0.0006513783,0.000005404216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985481,0.0004495148,0.0007391348,0.00001077685,0.000003170027,0.00002150526,0.0000498194,0.00002208478,0.0001558164],"genre_scores_gemma":[0.9964133,0.0002224436,0.002288535,0.00003311605,0.000007548011,0.00002700594,0.0002916405,0.00001486535,0.0007015143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001714103,"threshold_uncertainty_score":0.005150735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008187885107976313,"score_gpt":0.2265118947821018,"score_spread":0.2183240096741255,"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."}}