{"id":"W2951802063","doi":"10.1097/inf.0000000000002317","title":"Management of Invasive Fungal Disease in Neonates and Children","year":2019,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Centre for Medical Mycology; Imperial College Healthcare NHS Trust; Imperial College London; University of Aberdeen; University Hospital Southampton NHS Foundation Trust; Wellcome Trust; McMaster University; University of Oxford; Alder Hey Children's NHS Foundation Trust; Gilead Sciences","keywords":"Medicine; Voriconazole; Fluconazole; Intensive care medicine; Aspergillosis; Pediatrics; Neutropenia; Amphotericin B; Antifungal; Internal medicine; Chemotherapy; Immunology; Dermatology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000328622,0.0001268323,0.0002102879,0.00014408,0.00008623172,0.00002214426,0.00008385432,0.00002751392,0.0001605364],"category_scores_gemma":[0.0001011492,0.00008352412,0.0001254611,0.0002453273,0.00006257925,0.00009492679,0.00006420591,0.0002789897,0.00002476689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006448941,"about_ca_system_score_gemma":0.0002040911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002213349,"about_ca_topic_score_gemma":0.000006565869,"domain_scores_codex":[0.9989373,0.00007744652,0.0002885666,0.0001715296,0.0003069419,0.0002181832],"domain_scores_gemma":[0.999128,0.0001034497,0.0001353478,0.000240678,0.00007608034,0.0003163949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007141366,0.0002242574,0.9974839,0.0002833327,0.00006668152,0.0001675654,0.00007889149,0.00006532062,0.000008315542,0.000142508,0.00009455411,0.0006705237],"study_design_scores_gemma":[0.001581383,0.00009764752,0.9959165,0.00007686505,0.0004713269,0.0000573694,0.00008336361,0.0000392709,0.00000306517,0.001580045,0.000005819445,0.00008734022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951343,0.003354863,0.00001191557,0.000256221,0.0001134468,0.0004943163,0.00001408977,0.00001351105,0.0006073215],"genre_scores_gemma":[0.9947604,0.004634428,0.00001450438,0.00010365,0.0002209374,0.00000571282,0.000003158009,0.00001190381,0.0002453164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001567409,"threshold_uncertainty_score":0.3406015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004303810603559007,"score_gpt":0.2276548027249555,"score_spread":0.2233509921213965,"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."}}