{"id":"W4385442469","doi":"10.1111/trf.17492","title":"The quality of red cells stored under blood bank conditions: Is donor age just a number?","year":2023,"lang":"en","type":"letter","venue":"Transfusion","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Blood bank; Blood donations; Age limit; Donation; Blood preservation; Medicine; Harm; Red blood cell; Blood donor; Red Cell; Blood units; Business; Blood transfusion; Intensive care medicine; Surgery; Emergency medicine; Physiology; Internal medicine; Immunology; Demography; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000363738,0.0002774657,0.0005431531,0.00004748046,0.0002037343,0.00001311734,0.0001971564,0.0008419848,0.0006379255],"category_scores_gemma":[0.00002696588,0.000194623,0.0003154171,0.0002352028,0.0002131205,0.00001984656,0.00002346854,0.001299971,0.000103079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006462141,"about_ca_system_score_gemma":0.000249272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009157769,"about_ca_topic_score_gemma":0.00009797864,"domain_scores_codex":[0.9977328,0.0001138425,0.0006796203,0.0004295821,0.0006391341,0.0004050275],"domain_scores_gemma":[0.9984837,0.0004151674,0.0001916204,0.0006600715,0.0001249341,0.0001245758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00034868,0.0001098205,0.00005331302,0.004734916,0.0001303215,0.0002766923,0.0002143677,7.782606e-8,0.09196575,0.000009483187,0.9016194,0.0005371585],"study_design_scores_gemma":[0.007134617,0.0004085589,0.004232488,0.002162367,0.001211559,0.0001201742,0.0006458581,0.000003899067,0.2356709,0.000736322,0.7469259,0.0007473333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2952949,0.0006106552,0.00002416426,0.6955476,0.001131971,0.001611024,0.001920238,0.0002090492,0.003650411],"genre_scores_gemma":[0.1583341,0.01342697,0.0002460212,0.7057408,0.00697552,0.0003052044,0.009369436,0.0003192803,0.1052826],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1546935,"threshold_uncertainty_score":0.7936496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05114379695691953,"score_gpt":0.3489541860658784,"score_spread":0.2978103891089589,"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."}}