{"id":"W2082098021","doi":"10.1038/bmt.2012.98","title":"Qualifications and training of adult stem cell donor recruiters: recommendations by the World Marrow Donor Association","year":2012,"lang":"en","type":"letter","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stem Cell Network","funders":"","keywords":"Medicine; Stem cell; Association (psychology); Immunology; Oncology; Genetics; Biology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009216644,0.0007105634,0.001097817,0.001029847,0.006376932,0.004092858,0.002411506,0.05725135,0.007289319],"category_scores_gemma":[0.0349681,0.0009528728,0.001519953,0.0008151585,0.002534284,0.003439668,0.003112105,0.0296936,0.004396029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00439859,"about_ca_system_score_gemma":0.0326603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01979321,"about_ca_topic_score_gemma":0.05009137,"domain_scores_codex":[0.9925183,0.001774505,0.001430001,0.0004183953,0.001450579,0.002408287],"domain_scores_gemma":[0.973143,0.007662403,0.001748468,0.0004811869,0.005564199,0.01140065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009553313,0.0002747444,0.008879951,0.0001559957,0.00001569999,0.00112535,0.0005396591,0.000105564,0.0004917392,0.001656737,0.9682764,0.0183826],"study_design_scores_gemma":[0.0004304885,0.0003422645,0.03479826,0.00260394,0.00007424684,0.002144295,0.005870382,0.0006916696,0.0005408137,0.005183577,0.9471228,0.0001972968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002025564,0.001270564,0.0001857726,0.9778019,0.01412,0.00005375568,0.00007999543,0.00003405552,0.004428534],"genre_scores_gemma":[0.01697476,0.002390297,0.001583787,0.9454928,0.01568881,0.0003572648,0.0001761494,0.00004292989,0.01729315],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05725135,"threshold_uncertainty_score":0.04874289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873862118414164,"score_gpt":0.2758242720881627,"score_spread":0.2370856509040211,"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."}}