{"id":"W3080740053","doi":"10.1111/trf.16017","title":"Donor‐dependent aging of young and old red blood cell subpopulations: Metabolic and functional heterogeneity","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; Canadian Blood Services","keywords":"Hemolysis; Hemoglobin; Red blood cell; Echinocyte; Oxidative stress; Mean corpuscular hemoglobin concentration; Andrology; Reactive oxygen species; Biology; Internal medicine; Endocrinology; Immunology; Mean corpuscular volume; Biochemistry; Medicine","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":[0.0006154859,0.0001773015,0.0002548273,0.000278084,0.0001479324,0.0004920976,0.0002230058,0.0001627311,0.001066362],"category_scores_gemma":[0.0004150195,0.0001063559,0.00014978,0.0002242299,0.0001808368,0.0002175314,0.0002716416,0.0002739279,0.0002193933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664573,"about_ca_system_score_gemma":0.0001108326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004872367,"about_ca_topic_score_gemma":0.0003434727,"domain_scores_codex":[0.9996679,0.00006621719,0.00003625553,0.0001041057,0.00008578397,0.00003974439],"domain_scores_gemma":[0.999513,0.00006413606,0.0002090551,0.0000726646,0.00008250311,0.00005866214],"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":[0.001723009,0.0001160987,0.134851,0.00009337257,0.0001261403,0.0002363316,0.0002445537,0.0001513531,0.8478304,0.0001742099,0.0002118415,0.01424154],"study_design_scores_gemma":[0.00001735434,0.0007800988,0.8449965,0.00001451304,0.0001134723,0.001290531,0.0002471211,0.0007285022,0.1500907,0.0001454504,0.001559244,0.00001648528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969684,0.001189665,0.001157696,0.00002829138,0.00001056809,0.00001331532,0.000284325,0.00001001949,0.0003377261],"genre_scores_gemma":[0.998322,0.0002405211,0.0005909848,0.00004863585,0.00001242931,0.00001536537,0.0003212413,0.000008255452,0.0004407178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001066362,"threshold_uncertainty_score":0.003567338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758584330224962,"score_gpt":0.2432922768937602,"score_spread":0.2157064335915105,"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."}}