{"id":"W4286697111","doi":"10.1111/trf.17027","title":"Preparing <scp>small‐dose</scp> red cell concentrates (<scp>RCCs</scp>) for neonatal and pediatric transfusions: Impact of <scp>RCC</scp> volume, storage, and irradiation","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Hemolysis; Mannitol; Irradiation; Potassium; Andrology; Red Cell; In vitro; Red blood cell; Chemistry; Medicine; Biochemistry; Immunology; Internal 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":[0.001637498,0.0004090417,0.0002889195,0.000280471,0.0002954116,0.0007908047,0.0005433803,0.0002348893,0.0009537234],"category_scores_gemma":[0.001662805,0.0001106217,0.0003053518,0.0003254572,0.0004964718,0.0003422203,0.0004354336,0.0004124091,0.0002947013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005067287,"about_ca_system_score_gemma":0.0004991043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006747526,"about_ca_topic_score_gemma":0.0008997117,"domain_scores_codex":[0.9987279,0.0003403401,0.0001274652,0.0001799976,0.0005543909,0.00006999477],"domain_scores_gemma":[0.9985709,0.000432229,0.0004987776,0.0001915018,0.000232366,0.00007421236],"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":[0.002645116,0.0005586151,0.04039541,0.0004533715,0.00015284,0.0003445112,0.0003950999,0.001521272,0.9131379,0.0001435306,0.000320912,0.03993138],"study_design_scores_gemma":[0.00003204725,0.004472133,0.06279608,0.00005156535,0.000154931,0.001207998,0.0001972781,0.001005797,0.9283562,0.00005593374,0.001652241,0.00001779744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948035,0.001372939,0.003023079,0.00003877861,0.00001429357,0.00009685824,0.0001172628,0.0000267345,0.0005065203],"genre_scores_gemma":[0.9886114,0.001151058,0.009167244,0.00006383757,0.00001628309,0.00007715158,0.0005259097,0.00002366394,0.0003635101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001637498,"threshold_uncertainty_score":0.008660078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204238573137237,"score_gpt":0.2426713528026297,"score_spread":0.2306289670712574,"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."}}