{"id":"W3178410439","doi":"10.1111/trf.16540","title":"Cold‐stored leukoreduced whole blood: Extending the time between donation and filtration has minimal impact on in vitro quality","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Blood Services; University of British Columbia","funders":"","keywords":"Leukoreduction; Thromboelastometry; Whole blood; Hemolysis; Clotting time; Platelet; Filtration (mathematics); Clotting factor; Andrology; In vitro; Medicine; Chemistry; Immunology; Internal medicine; Biochemistry","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":[0.001314577,0.000450199,0.0004202646,0.0002104787,0.0002416638,0.001205874,0.0003830925,0.0002446735,0.002313411],"category_scores_gemma":[0.001449797,0.0001314223,0.0003325938,0.0003010428,0.0003170907,0.0004818486,0.0003292673,0.0004706992,0.0005809786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364341,"about_ca_system_score_gemma":0.0003103104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005769306,"about_ca_topic_score_gemma":0.0006234382,"domain_scores_codex":[0.9989027,0.0003188179,0.0001690917,0.0001940825,0.0003157874,0.00009948031],"domain_scores_gemma":[0.9985013,0.000316934,0.0004718639,0.0002462783,0.0003536528,0.0001099981],"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":[0.003179992,0.000316734,0.01294968,0.0003211919,0.0001015825,0.0001510094,0.0002186569,0.0002349437,0.9690775,0.00009927624,0.0003026312,0.01304677],"study_design_scores_gemma":[0.00005207915,0.004699984,0.07851632,0.0001153369,0.0003365847,0.00103741,0.0002672827,0.0009762105,0.9089621,0.0001133658,0.004894778,0.00002850041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98816,0.006008278,0.00399006,0.0001089705,0.00009626308,0.00006074769,0.0004826788,0.00005880326,0.001034179],"genre_scores_gemma":[0.9935633,0.001132394,0.002871538,0.0001458492,0.00004190378,0.00005204267,0.001405257,0.00004001393,0.0007477487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002313411,"threshold_uncertainty_score":0.007739127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611210709578473,"score_gpt":0.3089544511485408,"score_spread":0.2728423440527561,"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."}}