{"id":"W4376872817","doi":"10.1111/trf.17396","title":"Sickle cell disease and the need for blood: Barriers to donation for African, Caribbean, and Black young adults in Canada","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Victoria; Concordia University of Edmonton; Alberta Emerald Foundation; Canadian Blood Services; Ontario Medical Association; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thematic analysis; Donation; Focus group; Psychological intervention; Deferral; Medicine; Population; Disease; Family medicine; Gerontology; Health care; Qualitative research; Nursing; Environmental health; Political science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004232278,0.0001279273,0.0001445951,0.0001736289,0.0002729165,0.0001181001,0.00009176582,0.00003057584,0.00003272355],"category_scores_gemma":[0.0001785697,0.0001004954,0.0000375767,0.000455921,0.00003747822,0.000392465,0.00002380238,0.00006595713,0.000002804371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001856294,"about_ca_system_score_gemma":0.0001119418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3786593,"about_ca_topic_score_gemma":0.7818182,"domain_scores_codex":[0.9991016,0.0000147915,0.0002047097,0.000273518,0.0001955356,0.0002098651],"domain_scores_gemma":[0.9994042,0.0002798085,0.00005594528,0.00009923809,0.0001011302,0.00005968269],"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":[0.0753974,0.001156799,0.4218483,0.01607024,0.0006496676,0.0001399822,0.04470105,0.009583449,0.01383861,0.1895425,0.07631518,0.1507568],"study_design_scores_gemma":[0.08068983,0.0001538398,0.2742492,0.0003527709,0.001950695,0.000002778798,0.0468461,0.2876688,0.001191221,0.01081794,0.2941878,0.001889009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652508,0.00006501184,0.0004060091,0.03109353,0.0002135969,0.002023136,0.00005049457,0.00005055911,0.0008468098],"genre_scores_gemma":[0.9974511,0.0001448514,0.00004864914,0.001790626,0.0001073849,0.0002427366,0.00005601251,0.00002033939,0.0001382529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4031589,"threshold_uncertainty_score":0.6254783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008314351476789748,"score_gpt":0.2027854803966811,"score_spread":0.1944711289198913,"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."}}