{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001777023,0.0002683342,0.0005311532,0.0000619572,0.0004371424,0.00006714097,0.00006250019,0.00008966737,0.0002356608],"category_scores_gemma":[0.001685935,0.0001625765,0.0002746999,0.0003350139,0.0005012157,0.0001104753,0.00008247369,0.000342883,0.00002676379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513398,"about_ca_system_score_gemma":0.0006640443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002690251,"about_ca_topic_score_gemma":0.0003715353,"domain_scores_codex":[0.9979876,0.0004140581,0.0004773729,0.0005203041,0.0003209565,0.0002796607],"domain_scores_gemma":[0.9963802,0.001711476,0.0002313,0.0004828562,0.0002768112,0.0009173182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002495887,0.0007996599,0.97803,0.0001871082,0.0002658027,0.00003689586,0.000005204186,0.0001715742,0.0000136726,0.00009463775,0.002191118,0.01570843],"study_design_scores_gemma":[0.00630307,0.004044709,0.9694939,0.0001562759,0.001168725,0.000005852503,0.000002167187,0.00001522922,0.0001062798,0.00008567248,0.01843618,0.0001819124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955285,0.001332783,0.00002904035,0.0007532747,0.0007940708,0.0008387585,0.000219761,0.0001212639,0.0003825463],"genre_scores_gemma":[0.9953285,0.002089811,0.000001204159,0.001583965,0.0002847465,0.0002456186,0.00009290781,0.00003856567,0.0003346352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624506,"threshold_uncertainty_score":0.6629677,"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."}}