{"id":"W188255287","doi":"10.1016/b978-0-12-385157-4.00306-7","title":"Encephalitis/Leukoencephalitis, Acute Hemorrhagic","year":2014,"lang":"en","type":"book-chapter","venue":"Encyclopedia of the Neurological Sciences","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Acute disseminated encephalomyelitis; Encephalitis; Medicine; Encephalomyelitis; Pathology; Virology; Immunology; Disease; Multiple sclerosis; Virus","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007544984,0.0006207318,0.00111161,0.0001589109,0.0004998426,0.00004745284,0.001220992,0.0005931219,0.002464389],"category_scores_gemma":[0.0003803016,0.0003643538,0.0007385433,0.0002685821,0.003380875,0.00009460386,0.0005265025,0.001036678,0.0001715742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005463415,"about_ca_system_score_gemma":0.0003028966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000585171,"about_ca_topic_score_gemma":0.0000158477,"domain_scores_codex":[0.9957042,0.0001416383,0.0008973805,0.001069871,0.001435002,0.0007518936],"domain_scores_gemma":[0.9976209,0.0003998221,0.0006703057,0.0008499069,0.0001759948,0.000283018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004593448,0.0003774915,0.04351334,0.0007973705,0.0004556389,0.00147081,0.0006214146,0.0001848144,0.0003969536,0.7900522,0.04645651,0.1152141],"study_design_scores_gemma":[0.001048325,0.005800362,0.01834108,0.0006966271,0.001021686,0.003297458,0.00002443691,0.0002388882,0.0001561329,0.09785299,0.8702998,0.001222256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02447448,0.0006700175,0.0000494927,0.002985162,0.002158052,0.0006958641,0.00006860652,0.0001444118,0.9687539],"genre_scores_gemma":[0.2221477,0.007889702,0.0009961067,0.006964169,0.001618405,0.00005259846,0.0000233284,0.00009008639,0.7602178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8238432,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422948730965887,"score_gpt":0.2435979967262205,"score_spread":0.2293685094165617,"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."}}