{"id":"W2069643461","doi":"10.1038/bmt.2010.2","title":"Donor safety: the role of the WMDA in ensuring the safety of volunteer unrelated donors: clinical and ethical considerations","year":2010,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stem Cell Network","funders":"","keywords":"Medicine; Donation; Volunteer; Transplantation; Principal (computer security); Family medicine; Intensive care medicine; Surgery; Law; Political science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736555,0.0001416764,0.0003269348,0.00006278658,0.0001482783,0.0000122854,0.00009449386,0.0003222988,0.00007316354],"category_scores_gemma":[0.0001929334,0.00007753997,0.0001200475,0.0002174804,0.0005344822,0.00004624737,0.00001155714,0.001050594,0.000002835722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001161371,"about_ca_system_score_gemma":0.0001557734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004064097,"about_ca_topic_score_gemma":0.002860656,"domain_scores_codex":[0.997879,0.0004045956,0.001007506,0.0002141991,0.0003319852,0.000162657],"domain_scores_gemma":[0.9972447,0.002028173,0.0002048371,0.0003497789,0.0001203165,0.00005223951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002454525,0.0002117317,0.7392495,0.0006402528,0.0001862341,0.00002736369,0.01878521,0.0001970399,0.1998026,0.0355364,0.00004195741,0.002867195],"study_design_scores_gemma":[0.003740348,0.00007931676,0.9514748,0.0004932706,0.0005023818,0.0004777864,0.000802096,0.001592721,0.03833603,0.00207915,0.0002919131,0.0001301997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898221,0.0001198752,0.0004722787,0.006617307,0.0002125782,0.0008930485,0.00006989091,0.00001815673,0.001774714],"genre_scores_gemma":[0.9985345,0.0005330265,0.0004981671,0.0002817156,0.00004373038,0.00001977038,0.00003561626,0.00001637063,0.00003709788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2122253,"threshold_uncertainty_score":0.4564366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406790686701953,"score_gpt":0.2742738631069147,"score_spread":0.2602059562398951,"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."}}