{"id":"W2967931305","doi":"10.1111/trf.15485","title":"Improved in vitro quality of stored red blood cells upon oxygen reduction prior to riboflavin/UV light treatment of whole blood","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"Health Canada; Canadian Blood Services; Australian Government","keywords":"Deoxygenation; Riboflavin; Hemolysis; In vitro; Red blood cell; Chemistry; Reactive oxygen species; Andrology; Food science; Medicine; Biochemistry; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002014957,0.0001855822,0.0006595791,0.0002017267,0.00002531209,0.000002095084,0.00005736665,0.0001886585,0.0001760493],"category_scores_gemma":[0.0000140782,0.0001539546,0.0001868378,0.0002884714,0.00002303043,0.00004748017,0.00001013639,0.0001030849,0.00002070283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006806377,"about_ca_system_score_gemma":0.00008327152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007619302,"about_ca_topic_score_gemma":0.000106139,"domain_scores_codex":[0.9984698,0.0001460413,0.0005898526,0.0003905475,0.000194681,0.0002091065],"domain_scores_gemma":[0.9991567,0.00003804465,0.0001453548,0.0004443993,0.00010739,0.0001081676],"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":[0.006884617,0.002054621,0.0005565851,0.0002317017,0.00007402091,0.000003306223,0.002352486,0.00001635149,0.9840969,0.00000481351,0.00001869127,0.003705875],"study_design_scores_gemma":[0.00959814,0.004708151,0.02298433,0.00009076816,0.000202187,0.000009003867,0.0003164131,0.00003903381,0.9612646,0.000008256276,0.0006511999,0.0001279639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969801,0.0001278841,0.00003586294,0.0006768745,0.0004476452,0.001371476,0.00003490451,0.00003626578,0.0002889915],"genre_scores_gemma":[0.9973992,0.0002773542,0.000888208,0.00004020071,0.00009260409,0.00002950748,0.00007292863,0.00002229777,0.001177662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02283238,"threshold_uncertainty_score":0.6278086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591515313449118,"score_gpt":0.2674650000106287,"score_spread":0.2515498468761376,"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."}}