{"id":"W4414448888","doi":"10.1111/vox.70117","title":"Assessing red blood cell product quality with 2,3‐ <scp>DPG</scp> , <scp>ATP</scp> and <scp>p50</scp> assays: A <scp>BEST</scp> Collaborative study","year":2025,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"Canadian Blood Services; American Red Cross","keywords":"Discontinuation; Red blood cell; Red Cell; In vivo; Blood product; Whole blood; Predictive value; Blood cell","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":[0.02026947,0.0006076072,0.000646328,0.001687974,0.0005112377,0.002911028,0.001077148,0.0007395169,0.0009185637],"category_scores_gemma":[0.01815522,0.0003286194,0.0007822117,0.002696453,0.0008713334,0.0007977377,0.001026671,0.0005442377,0.0004385808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561346,"about_ca_system_score_gemma":0.002407292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00731237,"about_ca_topic_score_gemma":0.004998197,"domain_scores_codex":[0.9889978,0.003530798,0.001533601,0.001921085,0.00369804,0.0003186282],"domain_scores_gemma":[0.9692562,0.006527279,0.008682077,0.003831949,0.0108836,0.000818888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001838417,0.0004869932,0.9105181,0.001314054,0.001740819,0.0002782395,0.001220659,0.0007793582,0.006068354,0.0007808223,0.002572856,0.07240131],"study_design_scores_gemma":[0.0002586577,0.00352116,0.9480361,0.000867487,0.002883864,0.001983558,0.001084978,0.003017076,0.01532396,0.000407112,0.02253884,0.00007721692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9619187,0.0152013,0.01176298,0.0005069739,0.00007060927,0.0006676445,0.005394294,0.00009338583,0.0043841],"genre_scores_gemma":[0.9792519,0.003949855,0.008812099,0.0004993281,0.00008744484,0.0003681002,0.006256688,0.0000473663,0.0007272654],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02026947,"threshold_uncertainty_score":0.1071965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263440955950989,"score_gpt":0.3576062446185004,"score_spread":0.3049718350589905,"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."}}