{"id":"W2115662573","doi":"10.1186/1824-7288-38-72","title":"Should a hospitalized child receive empiric treatment with acyclovir?","year":2012,"lang":"en","type":"article","venue":"The Italian Journal of Pediatrics/Italian journal of pediatrics","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; Sick Kids Foundation","keywords":"Medicine; Glasgow Coma Scale; Encephalitis; Emergency department; Pediatrics; Pleocytosis; Odds ratio; Confidence interval; Internal medicine; Surgery; Meningitis; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001976012,0.0008887902,0.001708748,0.001614128,0.0004882884,0.0001984758,0.0006280884,0.0004037652,0.0003107713],"category_scores_gemma":[0.0002994961,0.0005171048,0.001423618,0.002212355,0.0002494057,0.001252682,0.00007458263,0.001494119,0.0001105498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131634,"about_ca_system_score_gemma":0.001258613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003699754,"about_ca_topic_score_gemma":0.00001673261,"domain_scores_codex":[0.9935964,0.0003923278,0.002527156,0.0003417073,0.001938231,0.001204221],"domain_scores_gemma":[0.9916379,0.0004044356,0.003823665,0.0007099778,0.001652119,0.001771889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002125722,0.005051227,0.9390466,0.0002619567,0.001560367,0.003019986,0.003943306,0.0001126911,0.00002551275,0.0000597639,0.02330008,0.02149284],"study_design_scores_gemma":[0.06392457,0.06269453,0.3240639,0.0008365274,0.04986433,0.09829762,0.00954643,0.00003410048,0.0005731718,0.0008067917,0.3856362,0.003721868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716387,0.01712806,0.001199091,0.002636211,0.003714349,0.0007934578,0.0001038126,0.00004164407,0.002744667],"genre_scores_gemma":[0.9781151,0.005853193,0.002993811,0.0003844089,0.01139903,0.00001100219,0.00001300126,0.0001644743,0.001065963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6149827,"threshold_uncertainty_score":0.9997281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701857372643472,"score_gpt":0.2922988903243215,"score_spread":0.2652803165978868,"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."}}