{"id":"W4283391379","doi":"10.1111/trf.16977","title":"Minimal impact of anticoagulant on in vitro whole blood quality throughout a 35‐day cold‐storage regardless of leukoreduction timing","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Blood Services; University of British Columbia","funders":"Health Canada; Terumo BCT","keywords":"Leukoreduction; Thromboelastometry; Medicine; Clotting time; Whole blood; Anticoagulant; Clotting factor; Filtration (mathematics); Prothrombin time; Immunology; Andrology; Platelet; Internal medicine; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001849576,0.000360374,0.0004605049,0.0002184327,0.0002143469,0.001185012,0.0003045062,0.0002533423,0.002830261],"category_scores_gemma":[0.002709392,0.0001033222,0.000324976,0.0003437985,0.0002537789,0.0003432192,0.0002650175,0.0004702539,0.0004054725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758368,"about_ca_system_score_gemma":0.0004761497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000744952,"about_ca_topic_score_gemma":0.0008142758,"domain_scores_codex":[0.9986279,0.0003883975,0.0002221762,0.000264828,0.000358465,0.0001383459],"domain_scores_gemma":[0.9976807,0.0005647549,0.0006926689,0.0003592313,0.0005189097,0.0001837786],"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":[0.03393299,0.001124336,0.04709087,0.0006562283,0.0003588022,0.0002286818,0.0004309182,0.0005879551,0.8532154,0.0002311467,0.0008867661,0.06125594],"study_design_scores_gemma":[0.000422711,0.0431384,0.2997417,0.0002111805,0.0008303095,0.001398187,0.0004275194,0.001496037,0.6422708,0.0001855744,0.009809527,0.0000679685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929242,0.004008694,0.001121681,0.00007911585,0.00006220199,0.00007679157,0.0005026797,0.00004042674,0.001184139],"genre_scores_gemma":[0.9962968,0.0007153572,0.001364183,0.0001067038,0.00003691068,0.00006439344,0.000767877,0.00001500298,0.000632802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002830261,"threshold_uncertainty_score":0.009781599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642889712236373,"score_gpt":0.3473136504368652,"score_spread":0.3008847533145015,"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."}}