{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004300725,0.0002832804,0.0004130672,0.001320016,0.0003544663,0.0007130155,0.0009398463,0.0003985399,0.0006427446],"category_scores_gemma":[0.01875476,0.0003606607,0.0007556324,0.001973131,0.0005860223,0.0005588966,0.0009980896,0.0005364637,0.00007697099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455463,"about_ca_system_score_gemma":0.001016008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452626,"about_ca_topic_score_gemma":0.01228822,"domain_scores_codex":[0.9898384,0.00353149,0.002560397,0.001860455,0.001478917,0.0007303866],"domain_scores_gemma":[0.9811809,0.005561077,0.01086357,0.0007328579,0.001019046,0.0006425827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004999132,0.00001213954,0.9977934,0.00002621788,0.00009100533,0.00004528878,0.0001419354,0.0002053385,0.00009954732,0.00004673763,0.0001254374,0.001362908],"study_design_scores_gemma":[0.000003275456,0.00005310725,0.9983132,0.0000320488,0.00002489718,0.0002941838,0.0002055085,0.0006513501,0.0001297193,0.00005770138,0.000226788,0.000008138856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959007,0.0009398584,0.001446686,0.0001534341,0.00002163259,0.00002687592,0.00105414,0.00001567255,0.0004410575],"genre_scores_gemma":[0.9988061,0.0001781011,0.0004327439,0.00003735759,0.00001171633,0.00001941784,0.0004851267,0.000003742628,0.00002566496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452626,"threshold_uncertainty_score":0.02888346,"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."}}