{"id":"W4285812780","doi":"10.2450/2022.0014-22","title":"Motivators and barriers to blood donation among potential donors of African and Caucasian ethnicity.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Ethnic group; Snowball sampling; Medicine; Donation; Focus group; Blood donor; Family medicine; Disease; Demography; Immunology; Pathology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002507043,0.0001611452,0.0002016976,0.0004243093,0.001123265,0.0009093058,0.0002851496,0.0004054767,0.00471124],"category_scores_gemma":[0.006917019,0.0001281534,0.0002623479,0.0004072061,0.0005034677,0.0006076061,0.0009528882,0.0006393678,0.0003780401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710047,"about_ca_system_score_gemma":0.001109162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005728413,"about_ca_topic_score_gemma":0.006659298,"domain_scores_codex":[0.9988494,0.0005304638,0.00009116039,0.00006103933,0.000196691,0.0002711311],"domain_scores_gemma":[0.9965071,0.001024471,0.001184986,0.00006974448,0.0002892415,0.0009244381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009193341,0.000378835,0.96799,0.0001939547,0.00003035108,0.0003333021,0.01621709,0.00002556687,0.0002119313,0.000248804,0.00133796,0.01294037],"study_design_scores_gemma":[0.00001942641,0.000477503,0.8984415,0.0005093066,0.00004412028,0.001572781,0.09278698,0.0002362698,0.0002033749,0.0003448773,0.005331672,0.00003223079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996512,0.0004522205,0.00005616182,0.0008640173,0.00001977291,0.00003638398,0.00007506816,0.000002157356,0.001982349],"genre_scores_gemma":[0.9988116,0.0002572015,0.0001036739,0.0002827682,0.00001038876,0.00002602692,0.00004655121,0.000001137991,0.0004606374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005728413,"threshold_uncertainty_score":0.01576066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337752107553693,"score_gpt":0.2050880521641248,"score_spread":0.1917105310885878,"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."}}