{"id":"W809799353","doi":"10.1155/2015/947602","title":"Childhood Encephalitis in Canada in 2015","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Encephalitis; Medicine; Pleocytosis; Lethargy; Etiology; Encephalopathy; CSF pleocytosis; Pathology; Autoimmune encephalitis; Meningoencephalitis; Acute disseminated encephalomyelitis; Immunology; Cerebrospinal fluid; Disease; Internal medicine; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000329505,0.0001364288,0.0004601506,0.0003459507,0.00003530494,0.00001066528,0.00008783736,0.0001368951,0.0003097504],"category_scores_gemma":[0.001057242,0.0001154589,0.00005495983,0.0002494162,0.0002005296,0.00006203922,0.00001521583,0.0004196765,0.000002875254],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156935,"about_ca_system_score_gemma":0.02225647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9525582,"about_ca_topic_score_gemma":0.9942921,"domain_scores_codex":[0.9986734,0.0001067862,0.0004884644,0.0001546822,0.0001201679,0.0004564736],"domain_scores_gemma":[0.9975697,0.00007274769,0.0001042677,0.00008809167,0.0001518173,0.002013368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002777447,0.00005599967,0.980087,0.0000257508,0.00002356849,0.004760944,0.0003684921,0.00001521648,0.00001827446,0.0001220832,0.005830495,0.008664416],"study_design_scores_gemma":[0.006189465,0.0008829574,0.9329001,0.0006068125,0.00005589842,0.02774392,0.00148233,0.00001845211,0.00001372165,0.0007571605,0.02908395,0.0002652385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898238,0.006067351,0.000008727467,0.002070107,0.0009159421,0.0001117618,0.0000426978,0.000003865561,0.0009557714],"genre_scores_gemma":[0.9969299,0.0004902994,0.00001092148,0.002319404,0.0002017463,0.000003698301,0.00001175988,0.00001000149,0.00002227901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04718689,"threshold_uncertainty_score":0.9832864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005455469068441404,"score_gpt":0.2169905080949044,"score_spread":0.211535039026463,"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."}}