{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129169,0.0002027653,0.0003440323,0.00072489,0.0132232,0.002384144,0.0008632804,0.0005443448,0.002597588],"category_scores_gemma":[0.002814309,0.0002347373,0.0002847082,0.001638818,0.002032021,0.0007609062,0.002542055,0.00131738,0.0001147483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02393632,"about_ca_system_score_gemma":0.08153033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9816937,"about_ca_topic_score_gemma":0.9936911,"domain_scores_codex":[0.9989353,0.0001380105,0.00004696547,0.00006902318,0.0002282744,0.0005824506],"domain_scores_gemma":[0.9974051,0.0003141224,0.0003103408,0.00002695253,0.0006527248,0.001290706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006158881,0.0001058628,0.3942604,0.0003887729,0.00002422771,0.001956146,0.5708663,0.00006861902,0.0006947427,0.001457918,0.004439313,0.0256762],"study_design_scores_gemma":[0.000004674575,0.0000341349,0.173684,0.0004654255,0.00002027988,0.0003631994,0.817543,0.00008808693,0.0001234883,0.0001469671,0.007502418,0.00002422458],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920971,0.001227163,0.00005744204,0.002542174,0.00002827379,0.00004435477,0.0001620103,0.000003525506,0.003837862],"genre_scores_gemma":[0.9963822,0.001452454,0.0001528702,0.0007296757,0.000004895527,0.00002611572,0.00006795714,0.00000350332,0.001180312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02393632,"threshold_uncertainty_score":0.1736709,"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."}}