{"id":"W4414556130","doi":"10.1038/s41409-025-02704-0","title":"“30 years of global collaboration in transplantation and cellular therapy: WMDA’s commitment to donor safety, ethical standards, and equitable access”","year":2025,"lang":"en","type":"review","venue":"Bone Marrow Transplantation","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"Canadian Blood Services","keywords":"Transplantation; Ethical issues; MEDLINE; Hematopoietic cell; Stem cell","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004356843,0.0007633137,0.001250038,0.002195801,0.000614909,0.001970787,0.001096231,0.002952869,0.003630627],"category_scores_gemma":[0.004261841,0.0002496356,0.0006306334,0.003265909,0.001561147,0.003088353,0.001477319,0.003977945,0.001045339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285093,"about_ca_system_score_gemma":0.008353989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003588885,"about_ca_topic_score_gemma":0.007211816,"domain_scores_codex":[0.9985312,0.0005297851,0.0001643259,0.0001212267,0.0005473401,0.0001061527],"domain_scores_gemma":[0.996834,0.001960405,0.0003268053,0.00006459348,0.0006427903,0.0001715465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000492945,0.00002893425,0.000113347,0.02415591,0.00008123724,0.0000997997,0.0002447567,0.000177249,0.0004548323,0.03419515,0.1717944,0.7686051],"study_design_scores_gemma":[0.000005533027,0.00001629942,0.0002336679,0.01492955,0.00003609277,0.0001977062,0.00009086338,0.00001983572,0.0000785974,0.002397775,0.9819862,0.000007920655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004353305,0.99295,0.0001063897,0.004767275,0.0007788254,0.000003632201,0.00001546256,0.000004853224,0.001330033],"genre_scores_gemma":[0.0009164128,0.9938191,0.000255427,0.003878784,0.0004510361,0.000009298713,0.00003417872,0.000003538328,0.0006323441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004356843,"threshold_uncertainty_score":0.02304149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837027159172195,"score_gpt":0.3739424595211758,"score_spread":0.3455721879294539,"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."}}