{"id":"W3194660516","doi":"10.1542/hpeds.2020-003129","title":"Variation in Diagnostic Testing and Empiric Acyclovir Use for HSV Infection in Febrile Infants","year":2021,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Interquartile range; Pediatrics; Retrospective cohort study; Herpes simplex virus; Emergency department; Observational study; Internal medicine; Virus; Immunology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001408433,0.0001130482,0.0001764316,0.0002269004,0.00005347037,0.00004448717,0.00001255692,0.000109228,0.000008880101],"category_scores_gemma":[0.009154714,0.0001167126,0.00003338683,0.0008464451,0.00001155515,0.0002399103,0.0000304143,0.0001326338,0.000009306985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446668,"about_ca_system_score_gemma":0.0001236265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087572,"about_ca_topic_score_gemma":0.0004896435,"domain_scores_codex":[0.9991584,0.00002737976,0.0002671394,0.0002487758,0.0001010849,0.0001972252],"domain_scores_gemma":[0.9983054,0.001318789,0.00006913457,0.0001206027,0.0001175453,0.00006851787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001033727,0.0004496782,0.9856233,0.00006722401,0.000007837494,0.00007298942,0.0001718009,0.00005749923,0.00001914995,0.0000180339,0.00005061833,0.01345153],"study_design_scores_gemma":[0.001890187,0.0002485003,0.9959955,0.00004151618,0.00007402975,0.00001798929,0.00001194319,0.0006008758,0.00002803131,0.0002650771,0.0007146765,0.0001116682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983327,0.0002298429,0.000300566,0.00009423634,0.0003032994,0.0005211369,0.00001780023,0.00003597452,0.000164409],"genre_scores_gemma":[0.9966111,0.0007185948,0.002198148,0.00007593876,0.0001963973,0.00009834558,0.00003370297,0.00001837666,0.00004937945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333986,"threshold_uncertainty_score":0.9991916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481740367398526,"score_gpt":0.2884365515047723,"score_spread":0.263619147830787,"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."}}