{"id":"W1609201421","doi":"10.1111/trf.13166","title":"Quality of red blood cells washed using a second wash sequence on an automated cell processor","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"","keywords":"Buffy coat; Hemolysis; Andrology; Hematocrit; Antibody; Red blood cell; Blood donations; Immunology; Chemistry; Medicine; Blood donor; 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":[0.002941589,0.0007047135,0.0004815265,0.0008161601,0.000524982,0.001253921,0.0008563974,0.0005563269,0.00282446],"category_scores_gemma":[0.003455336,0.0002678245,0.0004235226,0.0006667611,0.0005964451,0.0005287525,0.0006504194,0.0006319553,0.001149558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007143142,"about_ca_system_score_gemma":0.0009687279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003745465,"about_ca_topic_score_gemma":0.003624817,"domain_scores_codex":[0.9963527,0.0004413063,0.0004694993,0.0005851431,0.001936701,0.0002146474],"domain_scores_gemma":[0.9959971,0.0006687696,0.0006844215,0.0004809595,0.002034242,0.0001346367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001638364,0.0003510389,0.03906605,0.0002781977,0.00009107275,0.000203542,0.0009248811,0.0005039651,0.9019976,0.0002026261,0.0009181686,0.05382455],"study_design_scores_gemma":[0.0001233472,0.004132519,0.1093955,0.0001222718,0.0003241157,0.001923924,0.000418293,0.00415853,0.8706378,0.0001049106,0.008589195,0.00006958362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633629,0.001461116,0.03075951,0.0001668325,0.000103376,0.0004528397,0.0003765724,0.0005956537,0.00272132],"genre_scores_gemma":[0.9317726,0.00074277,0.06107087,0.0003179362,0.00004712177,0.0003536687,0.001990342,0.0002226415,0.003481977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003745465,"threshold_uncertainty_score":0.01555681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07988375600009483,"score_gpt":0.3458555357199934,"score_spread":0.2659717797198985,"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."}}