{"id":"W4280617828","doi":"10.1111/vox.13294","title":"Demand and usage of unrelated donor products for allogeneic haematopoietic cell transplantation during the <scp>COVID</scp>‐19 pandemic: A Canadian Blood Services Stem Cell Registry analysis","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Pandemic; Cord blood; Stem cell; Medicine; Transplantation; Haematopoiesis; Hematopoietic stem cell transplantation; Immunology; Coronavirus disease 2019 (COVID-19); Internal medicine; Biology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00118817,0.0002629308,0.0002502908,0.002765712,0.001155685,0.001203882,0.0009994593,0.000337253,0.002182515],"category_scores_gemma":[0.003751541,0.0002327949,0.0005242267,0.006721248,0.000379416,0.000506031,0.0009387799,0.0005664352,0.0002435115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01402913,"about_ca_system_score_gemma":0.02066781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9592596,"about_ca_topic_score_gemma":0.9669982,"domain_scores_codex":[0.9986153,0.00008432406,0.0001234495,0.0001926256,0.0006262988,0.0003580604],"domain_scores_gemma":[0.9959089,0.0003152928,0.001357373,0.0002012911,0.001494183,0.0007230215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006755901,0.00001340707,0.9925012,0.00004562438,0.00004450022,0.00007597073,0.000302602,0.0001679153,0.0001393782,0.000128933,0.002256644,0.004256336],"study_design_scores_gemma":[0.000004698714,0.00001898229,0.9965149,0.00002769666,0.00002677835,0.0001233193,0.0008194074,0.0003626229,0.0001074218,0.00001349954,0.001970565,0.00001009496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713449,0.0004935498,0.0001295311,0.0005045698,0.00001073709,0.00005406822,0.02456489,0.0000183426,0.00287932],"genre_scores_gemma":[0.9860874,0.0006325554,0.0002851548,0.0001196695,0.000009951882,0.00002970862,0.01236732,0.00001169853,0.0004565734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04074043,"threshold_uncertainty_score":0.1017889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015067518595716,"score_gpt":0.2367406338494508,"score_spread":0.2216731152537348,"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."}}