{"id":"W3128235746","doi":"10.1016/s2666-6367(21)00311-0","title":"Unrelated Donor Usage for Allogeneic HCT in Canada during the First 6 Months of the COVID-19 Pandemic: A Canadian Blood Services Stem Cell Registry Analysis","year":2021,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Stem cell; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Internal medicine; Outbreak; Disease; Genetics; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009698406,0.0006643444,0.0007581074,0.004304486,0.003597959,0.002656766,0.002549508,0.001262823,0.003975448],"category_scores_gemma":[0.003696397,0.000764516,0.001501447,0.01490551,0.0008534596,0.0007783026,0.002029331,0.002122663,0.0004020442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0444446,"about_ca_system_score_gemma":0.08488958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968555,"about_ca_topic_score_gemma":0.9981147,"domain_scores_codex":[0.9972965,0.0001313128,0.0002352098,0.0003254283,0.0008139777,0.001197516],"domain_scores_gemma":[0.992702,0.0002961281,0.002178284,0.0002136068,0.002993782,0.001616222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00012006,0.00005120714,0.9899614,0.0000725842,0.0001466018,0.0001823939,0.0006473741,0.0001944871,0.00007762325,0.0003307959,0.004518489,0.00369703],"study_design_scores_gemma":[0.0000135156,0.00002336794,0.9947771,0.0001117628,0.00008508696,0.0001559039,0.002181406,0.0003184042,0.00003871743,0.00003353761,0.002236449,0.00002477868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260495,0.003051992,0.0002175389,0.001825508,0.00006402718,0.0001971249,0.06074611,0.00004782822,0.00780046],"genre_scores_gemma":[0.9807863,0.002725708,0.0003335342,0.000716502,0.00003086728,0.00007050943,0.01365647,0.00003206605,0.001648135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0444446,"threshold_uncertainty_score":0.3224697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471239755443078,"score_gpt":0.2265765781854453,"score_spread":0.2118641806310145,"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."}}