{"id":"W3213564228","doi":"10.1182/blood-2021-146016","title":"Clinical Predictors of Outcome in Adult Patients with Acute Leukemias and Myelodysplastic Syndrome and COVID-19 Infection: Report from the American Society of Hematology Research Collaborative (ASH RC) Data Hub","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; BC Cancer Agency","funders":"","keywords":"Hematology; Medicine; Internal medicine; Myelodysplastic syndromes; Coronavirus disease 2019 (COVID-19); Hematologic Neoplasms; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Oncology; Intensive care medicine; Immunology; Cancer; Disease; Bone marrow","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738747,0.0002288693,0.0004170095,0.001117546,0.0003099624,0.0006755061,0.0004844437,0.0003136508,0.00109152],"category_scores_gemma":[0.004443445,0.0001527394,0.000300299,0.002357838,0.0002098933,0.0005514806,0.0007962951,0.0005314755,0.0002870108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211267,"about_ca_system_score_gemma":0.0007964324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006408088,"about_ca_topic_score_gemma":0.00589919,"domain_scores_codex":[0.9987584,0.0003498825,0.0002427113,0.0002373851,0.0002817988,0.0001296844],"domain_scores_gemma":[0.9935353,0.0009550361,0.003209699,0.0005081079,0.0009584244,0.0008334649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006701763,0.000009922683,0.9987763,0.00000731911,0.00002156512,0.00002081432,0.00002052785,0.00003185037,0.00002627732,0.00001010927,0.0004058573,0.0006024373],"study_design_scores_gemma":[0.00001267903,0.00003228069,0.9991975,0.000009925108,0.00001967133,0.0001116264,0.00008834796,0.0001794021,0.00003676865,0.00001768814,0.0002910012,0.000003057433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984022,0.0003006748,0.0002461651,0.0001652364,0.00001128768,0.00004171652,0.01420381,0.00001790865,0.0009913283],"genre_scores_gemma":[0.9857019,0.0002112976,0.0002261516,0.0000574873,0.00003016041,0.00005422784,0.01356478,0.000007104548,0.0001469088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006408088,"threshold_uncertainty_score":0.01274157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06874796974461896,"score_gpt":0.4069444646625608,"score_spread":0.3381964949179419,"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."}}