{"id":"W3170197247","doi":"10.1093/cid/ciab534","title":"The Effect of Neutropenia and Filgrastim (G-CSF) on Cancer Patients With Coronavirus Disease 2019 (COVID-19) Infection","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Filgrastim; Coronavirus disease 2019 (COVID-19); Neutropenia; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Betacoronavirus; Disease; Immunology; Internal medicine; Infectious disease (medical specialty); Virology; Chemotherapy","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":[0.002303567,0.0003689943,0.0005335995,0.0003640174,0.0003302667,0.0007805824,0.0004946365,0.000501282,0.001634245],"category_scores_gemma":[0.006270066,0.0002399947,0.002062309,0.0005136555,0.0002689966,0.0004431589,0.000685014,0.001059091,0.000140437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006358348,"about_ca_system_score_gemma":0.001109459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004293415,"about_ca_topic_score_gemma":0.00548263,"domain_scores_codex":[0.999006,0.0003910952,0.00006728432,0.0001988955,0.0001148004,0.0002219255],"domain_scores_gemma":[0.9947181,0.002381297,0.001426413,0.000450259,0.0002035918,0.0008203489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002896671,0.00007907969,0.9944523,0.00002498745,0.0003437766,0.00009002342,0.00003850083,0.0002477301,0.000119794,0.00002916402,0.00008489839,0.001593062],"study_design_scores_gemma":[0.00005558871,0.001105208,0.995612,0.00002224648,0.0003991668,0.0001808065,0.000110622,0.002002804,0.0001139095,0.00007718206,0.0003114914,0.000009078172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989806,0.0004312822,0.0000894782,0.00004498036,0.000009767668,0.000008277641,0.0002477322,0.000002314047,0.0001855062],"genre_scores_gemma":[0.9994352,0.000110103,0.00005989155,0.00001155029,0.00001089,0.000006086995,0.0002714185,0.000001331338,0.0000935436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004293415,"threshold_uncertainty_score":0.01218259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782591715406306,"score_gpt":0.4049493358244005,"score_spread":0.3671234186703374,"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."}}