{"id":"W4242467075","doi":"10.1097/pec.0b013e318280d7f3","title":"Encephalitis","year":2013,"lang":"en","type":"review","venue":"Pediatric Emergency Care","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Encephalitis; Cerebrospinal fluid; Central nervous system; Differential diagnosis; Neuroimaging; Intensive care medicine; Viral encephalitis; Antibiotics; Meningitis; Immunology; Pediatrics; Pathology; Internal medicine; Virus; Microbiology","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":["insufficient_payload"],"category_scores_codex":[0.0001227504,0.0007749922,0.00221489,0.0004634627,0.0001963069,0.00002642234,0.0003114177,0.0006877684,0.0103587],"category_scores_gemma":[0.0001507933,0.0006227139,0.001437132,0.001191173,0.00004623787,0.0001216414,0.0001360139,0.0007681351,0.00315302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091416,"about_ca_system_score_gemma":0.0006510283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003302274,"about_ca_topic_score_gemma":0.00001013633,"domain_scores_codex":[0.9964754,0.0001246144,0.001223061,0.0008255461,0.0005736408,0.0007777627],"domain_scores_gemma":[0.9978311,0.00005364763,0.0004361045,0.0008254015,0.0004487809,0.0004049533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001063096,0.00003870759,0.0008709491,0.06077275,0.000082099,0.0001122592,0.0003224244,8.430227e-8,2.876316e-8,0.0001135725,0.035546,0.9021401],"study_design_scores_gemma":[0.0001543627,0.0001686176,0.00005334169,0.001111369,0.003382391,0.000347626,0.0002060546,3.042528e-7,1.085416e-7,0.00003163255,0.993912,0.0006321259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003178401,0.9588475,0.00001588617,0.00001102077,0.003643673,0.001511645,0.0001541259,0.0002653593,0.03551898],"genre_scores_gemma":[0.0000214005,0.9876705,0.0002185736,0.00002931219,0.005119878,0.0007353688,0.0006278299,0.0001528448,0.005424242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.958366,"threshold_uncertainty_score":0.9996224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003318347953991,"score_gpt":0.3465042117107711,"score_spread":0.3064710282312312,"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."}}