{"id":"W4213271188","doi":"10.1038/s41409-022-01597-7","title":"Towards a more inclusive unrelated donor registry","year":2022,"lang":"en","type":"letter","venue":"Bone Marrow Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto; Queen's University; University of Regina; Western University; Stem Cell Network","funders":"Canadian Blood Services; Doctors of BC","keywords":"Medicine; MEDLINE; Family medicine","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":[0.02188529,0.0006356779,0.001486809,0.001329867,0.01692836,0.01742395,0.004741184,0.1343543,0.01824798],"category_scores_gemma":[0.04665221,0.001677938,0.001531453,0.001348179,0.005117163,0.009008012,0.0126621,0.08234367,0.008375763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00774521,"about_ca_system_score_gemma":0.04623265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133922,"about_ca_topic_score_gemma":0.06228433,"domain_scores_codex":[0.9805475,0.005056999,0.002350005,0.00185239,0.005311712,0.004881358],"domain_scores_gemma":[0.9515388,0.01847695,0.002250387,0.001743197,0.006488348,0.01950241],"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":[0.00006042293,0.0001407615,0.001967736,0.00005444241,0.00002396128,0.003132052,0.0006259753,0.000132684,0.0004882102,0.03733588,0.9477856,0.008252243],"study_design_scores_gemma":[0.0001389522,0.00006562885,0.003857577,0.0003242909,0.00004717954,0.002140586,0.001758842,0.0008796197,0.0003960845,0.02454567,0.9657101,0.0001354976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001456227,0.0003054178,0.000784608,0.9680642,0.01106969,0.00006202561,0.00009269648,0.00005608177,0.01810907],"genre_scores_gemma":[0.003593034,0.0001571335,0.0005281402,0.9709406,0.00477426,0.0000725714,0.00004699811,0.0000404485,0.01984673],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1343543,"threshold_uncertainty_score":0.1157418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162454539243882,"score_gpt":0.2599908916065917,"score_spread":0.2483663462141529,"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."}}