{"id":"W3123020263","doi":"10.1111/trf.16273","title":"Hypothermic storage of leukoreduced red blood cells for greater than 21 days is a safe alternative to irradiation","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Leukoreduction; Andrology; Flow cytometry; Red blood cell; Immunology; Medicine; Blood transfusion","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":[0.0001511097,0.0001793765,0.0003524389,0.0001588105,0.00006432249,0.00001116129,0.00008454214,0.00008739642,0.0007187222],"category_scores_gemma":[0.00001219872,0.0001620105,0.0002021163,0.0002548106,0.00002112118,0.00005441092,0.00001594203,0.00009145158,0.00001943926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003686003,"about_ca_system_score_gemma":0.00006962397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000142788,"about_ca_topic_score_gemma":0.00007308667,"domain_scores_codex":[0.9986961,0.00004599968,0.0003249687,0.0004109881,0.0002966056,0.0002252824],"domain_scores_gemma":[0.9992638,0.00003338278,0.00005348337,0.000343756,0.0001592858,0.0001463161],"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":[0.0007660197,0.0005288894,0.0001981784,0.0002884615,0.0002155957,0.00004037689,0.005746343,0.00004577304,0.9811891,0.0001978392,0.001157423,0.009625955],"study_design_scores_gemma":[0.006827149,0.0007362355,0.01178335,0.0002173459,0.0005855482,0.00001397328,0.0003871515,0.0003260738,0.9719215,0.00008383569,0.006931803,0.000186052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809753,0.00006713559,0.007685847,0.006087641,0.0003395428,0.001566034,0.00007557819,0.00004728407,0.003155694],"genre_scores_gemma":[0.9905791,0.0004342138,0.003060823,0.001555941,0.0001087693,0.00008308091,0.00004982379,0.00004316624,0.004085119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158518,"threshold_uncertainty_score":0.7869504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435291387843377,"score_gpt":0.259785803615088,"score_spread":0.2354328897366542,"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."}}