{"id":"W3217196012","doi":"10.1093/ofid/ofab510","title":"Coronavirus Disease 2019–Associated Invasive Fungal Infection","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"MSD Australia; National Institutes of Health; Astellas Pharma; Regeneron Pharmaceuticals; Amplyx; Cidara Therapeutics; University of Alabama; Centers for Disease Control and Prevention; University of Alabama at Birmingham; Gilead Sciences; Pfizer; Eli Lilly and Company","keywords":"Medicine; Mucormycosis; Disease; Incidence (geometry); Immunology; Aspergillosis; Epidemiology; Coronavirus; Middle East respiratory syndrome coronavirus; Intensive care medicine; Cryptococcosis; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001350505,0.0002751081,0.000484883,0.0000746118,0.0004391924,0.000228716,0.0001364097,0.0001160441,0.00182156],"category_scores_gemma":[0.002009739,0.000264091,0.0003320628,0.0004640683,0.0001361863,0.0005186143,0.0003218326,0.000234533,0.0004095124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003788524,"about_ca_system_score_gemma":0.001416115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007075105,"about_ca_topic_score_gemma":0.003304437,"domain_scores_codex":[0.9979883,0.0001712792,0.0003501468,0.0006155226,0.0003821387,0.0004926579],"domain_scores_gemma":[0.9979357,0.0001633457,0.0001488253,0.0006143032,0.0004776047,0.0006602093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005344888,0.001682542,0.9787364,0.00008640382,0.0002008382,0.0005176661,0.00001967231,0.00001070492,0.0004272708,0.0008573347,0.01316776,0.0037589],"study_design_scores_gemma":[0.002285439,0.0002750155,0.9878016,0.0002137136,0.0004535682,0.00003345314,0.00007525272,0.00002187054,0.0005822963,0.002420244,0.005533181,0.0003044299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744395,0.00175306,0.00006232251,0.0008130671,0.0004638964,0.0008834522,0.0003676335,0.0002308039,0.02098627],"genre_scores_gemma":[0.9885541,0.000698931,0.00001046204,0.002320949,0.0000923787,0.00009949746,0.000768276,0.0000438979,0.007411566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411455,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819570448948929,"score_gpt":0.3423891254118289,"score_spread":0.3041934209223396,"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."}}