{"id":"W4311582196","doi":"10.1111/trf.17223","title":"Reconsidering sickle cell trait testing of red blood cell units allocated to children with sickle cell disease","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network; Canadian Blood Services; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Exchange transfusion; Sickle cell trait; Hemoglobinopathy; Fetal hemoglobin; Pediatrics; Sickle cell anemia; Population; Newborn screening; Anemia; Hemoglobin; Disease; Internal medicine; Fetus; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003404421,0.000195667,0.0001637263,0.0003655416,0.0006734074,0.001041452,0.0009364586,0.0005061677,0.001798716],"category_scores_gemma":[0.01791651,0.0001958492,0.0003557081,0.000636274,0.0006241017,0.0008699097,0.001093051,0.0005930092,0.0001521036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431136,"about_ca_system_score_gemma":0.007846711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0617625,"about_ca_topic_score_gemma":0.0915043,"domain_scores_codex":[0.9952486,0.002012254,0.0002596708,0.0003152332,0.001066569,0.001097556],"domain_scores_gemma":[0.9881711,0.003266701,0.005287599,0.0003554721,0.001335298,0.001583787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001262574,0.0001612065,0.979067,0.00006245956,0.00001938365,0.0002374972,0.0005586682,0.001770257,0.0003243955,0.0002389594,0.0007289763,0.01670485],"study_design_scores_gemma":[0.00002522337,0.0007793647,0.9873931,0.0001421247,0.00004166412,0.0006055441,0.003072649,0.004185427,0.001070533,0.0001986178,0.002473075,0.00001268626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975066,0.0001318782,0.0002143783,0.000756842,0.000006922263,0.00003612845,0.000148993,0.00001351998,0.001184818],"genre_scores_gemma":[0.9991969,0.00008843103,0.0004363812,0.0001193469,0.000004964925,0.00001152357,0.00006431764,0.00000146298,0.00007659997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0617625,"threshold_uncertainty_score":0.122806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194430053693709,"score_gpt":0.1995327838173527,"score_spread":0.1800897784479818,"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."}}