{"id":"W4406775732","doi":"10.1111/trf.18103","title":"Red blood cell utilization in patients with sickle cell disease: A Canadian single‐center experience","year":2025,"lang":"en","type":"article","venue":"Transfusion","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of Calgary","funders":"Canadian Hemophilia Society; BioCryst; Canadian Hematology Society; CSL Behring; Novo Nordisk; Sanofi; Pfizer","keywords":"Interquartile range; Medicine; Single Center; Cohort; Red blood cell; Anemia; Blood transfusion; Sickle cell anemia; Internal medicine; Pediatrics; Surgery; Disease","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":[0.0008016427,0.0003824722,0.0004790383,0.001068738,0.003935657,0.001416857,0.001114224,0.0004715446,0.001869581],"category_scores_gemma":[0.002376628,0.0003298718,0.0004429661,0.003956433,0.0009056769,0.0004662492,0.001064772,0.0006527204,0.0001768272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02519463,"about_ca_system_score_gemma":0.0410528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9736376,"about_ca_topic_score_gemma":0.9863457,"domain_scores_codex":[0.9987051,0.00006694331,0.00008336204,0.0001504418,0.0005717128,0.0004224702],"domain_scores_gemma":[0.9968314,0.0001750264,0.0006813456,0.00007030217,0.001180182,0.001061679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009013849,0.00007112815,0.98695,0.00005580741,0.000041482,0.0004788552,0.001913965,0.0001119992,0.0002229469,0.0001047659,0.001471694,0.008487196],"study_design_scores_gemma":[0.00001853567,0.0001272944,0.9913493,0.0000949446,0.00004724816,0.0009719767,0.004590886,0.0003857473,0.0001148955,0.00004476362,0.00222309,0.00003133719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954582,0.0008878668,0.00008674478,0.0004427601,0.00001660638,0.00006089961,0.001094134,0.000008829027,0.001943882],"genre_scores_gemma":[0.9975151,0.001100724,0.0002160562,0.0001920114,0.00001247272,0.00001446705,0.0006100531,0.000004599227,0.0003345371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02636236,"threshold_uncertainty_score":0.1828007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006264563192671991,"score_gpt":0.2059749661041747,"score_spread":0.1997104029115027,"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."}}