{"id":"W2547197319","doi":"10.1159/000449039","title":"From Development to Implementation: Adjusting the Hematocrit of Deglycerolized Red Cell Concentrates to Meet Regulatory Standards","year":2016,"lang":"en","type":"article","venue":"Transfusion Medicine and Hemotherapy","topic":"Blood transfusion and management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Blood Services","keywords":"Hematocrit; Hemolysis; Medicine; Red blood cell; Saline; Andrology; Hemoglobin; Red Cell; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01712833,0.0006360412,0.0003345419,0.0008098589,0.001622326,0.003452974,0.002557244,0.001014824,0.001843183],"category_scores_gemma":[0.009280263,0.0003072799,0.0004374777,0.0005996401,0.001280366,0.001122489,0.001691903,0.001794037,0.0008973487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0132031,"about_ca_system_score_gemma":0.03121253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09536222,"about_ca_topic_score_gemma":0.0981335,"domain_scores_codex":[0.9893754,0.001502172,0.0004737437,0.000952525,0.006611642,0.001084546],"domain_scores_gemma":[0.9874339,0.0008372033,0.0008733385,0.0006189556,0.00919228,0.00104438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001252352,0.001810497,0.04790413,0.001450368,0.0001488154,0.0007654966,0.005579406,0.004556194,0.4207589,0.01089255,0.02300012,0.4818812],"study_design_scores_gemma":[0.0002830507,0.006659032,0.07997363,0.0009377673,0.0002443442,0.0005984775,0.003032779,0.005501519,0.647509,0.002074612,0.252965,0.000220679],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7435253,0.007329877,0.1379457,0.02653917,0.0009391875,0.009699024,0.001536768,0.00412627,0.06835888],"genre_scores_gemma":[0.797731,0.003626115,0.1751267,0.005477791,0.00009913445,0.001007303,0.001787218,0.0003745922,0.01477016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09536222,"threshold_uncertainty_score":0.1896143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206307889965296,"score_gpt":0.3237429283554349,"score_spread":0.301679849455782,"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."}}