{"id":"W4408956531","doi":"10.1111/bjh.20055","title":"The wider perspective: Barriers and recommendations for transfusion support for patients with sickle cell disease in low‐ and middle‐income countries","year":2025,"lang":"en","type":"review","venue":"British Journal of Haematology","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Kingston Health Sciences Centre; Queen's University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; U.S. Department of Defense","keywords":"Medicine; Disease; Intensive care medicine; Blood transfusion; Low and middle income countries; Adverse effect; Disease burden; Immunology; Developing country; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002446991,0.000675462,0.001284119,0.001654139,0.000424123,0.002318823,0.001409368,0.002854977,0.008704634],"category_scores_gemma":[0.008070542,0.0002396343,0.0009759133,0.001796637,0.0006110056,0.002831953,0.001050953,0.003329286,0.001987981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135721,"about_ca_system_score_gemma":0.005700989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004432244,"about_ca_topic_score_gemma":0.006504421,"domain_scores_codex":[0.9988619,0.0005284533,0.0001878884,0.00008259275,0.0002515949,0.0000875402],"domain_scores_gemma":[0.9971952,0.001569025,0.0003867043,0.00004038627,0.0006165865,0.0001920366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007982145,0.00006517758,0.0004444744,0.04289427,0.0002019314,0.0003566102,0.0004549792,0.0003401917,0.0002424652,0.008998903,0.202024,0.7438973],"study_design_scores_gemma":[0.0000338674,0.0000411214,0.001049037,0.06595573,0.0002136442,0.0009112334,0.0007651662,0.00008199325,0.00005779116,0.004185887,0.9266781,0.00002638182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009767597,0.9853413,0.0001084721,0.012177,0.000890499,0.000008696844,0.00003942968,0.00000900803,0.001328065],"genre_scores_gemma":[0.00119064,0.9925392,0.0004191036,0.004557836,0.0005734134,0.00001945285,0.00006905396,0.000002899021,0.0006284327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008704634,"threshold_uncertainty_score":0.02911991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007139800407600179,"score_gpt":0.2768393549863169,"score_spread":0.2696995545787167,"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."}}