{"id":"W4402653771","doi":"10.1111/trf.18016","title":"Recruiting blood donors to the Canadian Blood Services Stem Cell Registry: A feasibility assessment","year":2024,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia; Canadian Blood Services; University of Toronto","funders":"Canadian Blood Services","keywords":"Medicine; Ethnic group; Stem cell; Hematopoietic stem cell; Donation; Hematopoietic stem cell transplantation; Transplantation; Demography; Gerontology; Family medicine; Haematopoiesis; Internal medicine; Biology","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":[0.08951378,0.0008481431,0.0004606083,0.004495246,0.007029427,0.004091779,0.004317885,0.001416611,0.003255908],"category_scores_gemma":[0.0836692,0.0007598939,0.001142048,0.005301626,0.003068314,0.002115766,0.005845135,0.001447598,0.0006481502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03548023,"about_ca_system_score_gemma":0.194513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7539331,"about_ca_topic_score_gemma":0.8384373,"domain_scores_codex":[0.9450071,0.0189198,0.003896103,0.001929244,0.02266762,0.007580155],"domain_scores_gemma":[0.9272746,0.01786971,0.0100404,0.002583727,0.03259087,0.009640629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006013195,0.0006864344,0.8981737,0.001528168,0.0001153775,0.0007380221,0.01637427,0.0008156902,0.0009281356,0.003352872,0.01262391,0.06406198],"study_design_scores_gemma":[0.0003005769,0.001088737,0.9141622,0.001318107,0.0001730762,0.0005131934,0.0508231,0.003737868,0.000763402,0.0008578323,0.02610469,0.00015723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003471,0.001958204,0.006902018,0.02565343,0.0002969359,0.03242213,0.006671434,0.0001054297,0.02564318],"genre_scores_gemma":[0.9477038,0.001794048,0.02782165,0.003183484,0.0001155338,0.01460513,0.003264924,0.00002923712,0.001482146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2460669,"threshold_uncertainty_score":0.4950321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809747480690818,"score_gpt":0.2950095948828174,"score_spread":0.2669121200759093,"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."}}