{"id":"W3108943745","doi":"10.1111/trf.16186","title":"Multimedia resources to support the recruitment of committed hematopoietic stem cell donors: Perspectives of the most‐needed donors","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Canadian Blood Services; McMaster University; Queen's University; University of British Columbia; University of Ottawa; Stem Cell Network; University of Toronto","funders":"National Cancer Institute; Canadian Blood Services","keywords":"Donation; Demographics; Whiteboard; Medical education; Medicine; Multimedia; Computer science; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003046755,0.0002116706,0.0004545121,0.00006944052,0.00009391671,0.000008217429,0.0002975937,0.000103835,0.0002569213],"category_scores_gemma":[0.00002109677,0.0001231835,0.0002014351,0.0006061514,0.0001646758,0.00003535127,0.00003354383,0.0002292842,0.00002259992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004122044,"about_ca_system_score_gemma":0.000102346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003627858,"about_ca_topic_score_gemma":0.00006949873,"domain_scores_codex":[0.9980937,0.0001816086,0.0005987245,0.0003140366,0.0005916472,0.0002202981],"domain_scores_gemma":[0.9987985,0.0002635508,0.0001501548,0.0004749187,0.0001368666,0.0001759932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001281954,0.0004694493,0.01054915,0.001555113,0.0001150398,0.0000134171,0.5014499,0.0001037722,0.4805108,0.0001384746,0.0007905898,0.003022308],"study_design_scores_gemma":[0.003618252,0.001220707,0.01600549,0.0006221065,0.0004920083,0.00003134047,0.1197801,0.0003981684,0.855689,0.00001260649,0.001912267,0.0002178951],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844876,0.0001566623,0.0006464437,0.009218466,0.00009695448,0.002603471,0.00003885838,0.00004907999,0.002702445],"genre_scores_gemma":[0.9983655,0.0002531406,0.0004758424,0.0005665877,0.00004617824,0.00006459706,0.00001097078,0.00003249478,0.0001847534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3816698,"threshold_uncertainty_score":0.5023277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034939585700383,"score_gpt":0.2727366613910664,"score_spread":0.2323872655340626,"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."}}