{"id":"W4211248590","doi":"10.1097/01.cot.0000822048.62148.aa","title":"COVID-19 Mortality Risks for Patients With Hematologic Malignancies","year":2022,"lang":"en","type":"article","venue":"Oncology Times","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Medicine; Hematologic Neoplasms; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Intensive care medicine; Internal medicine; Cancer; Disease; Outbreak; 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":[0.0005289347,0.0001275013,0.0001485504,0.0003437316,0.0003772675,0.0004530611,0.000208897,0.0005079989,0.00279613],"category_scores_gemma":[0.004202681,0.0001342239,0.0005191186,0.0005518189,0.0001339039,0.0003356474,0.0004464071,0.001279382,0.0002343811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283472,"about_ca_system_score_gemma":0.000542673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0079877,"about_ca_topic_score_gemma":0.01137,"domain_scores_codex":[0.999485,0.000151942,0.00005170435,0.00006676182,0.0001282253,0.0001163261],"domain_scores_gemma":[0.9978923,0.0003480767,0.0007884907,0.0001082827,0.0003384981,0.0005243334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631842,0.00002029049,0.983314,0.00002512301,0.00006441569,0.00009930298,0.00006087534,0.00009006097,0.00007553139,0.0001236911,0.009670024,0.006293469],"study_design_scores_gemma":[0.00004122326,0.0001205563,0.9952298,0.00005628455,0.00006554827,0.0006108224,0.000201989,0.0003598769,0.0001003122,0.0002422125,0.002957704,0.00001364017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645184,0.006496221,0.0003458636,0.01578726,0.000468217,0.00003175594,0.004563071,0.00004769714,0.007741504],"genre_scores_gemma":[0.9933574,0.001450029,0.0001440202,0.001321446,0.0005582902,0.00001996968,0.002366694,0.00000966063,0.0007725911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0079877,"threshold_uncertainty_score":0.01588243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305860639536502,"score_gpt":0.4470098163423916,"score_spread":0.3164237523887414,"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."}}