{"id":"W2992664493","doi":"10.1017/neu.2019.50","title":"Neuroimmunological antibody-mediated encephalitis and implications for diagnosis and therapy in neuropsychiatry","year":2019,"lang":"en","type":"article","venue":"Acta Neuropsychiatrica","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoimmune encephalitis; Encephalitis; Neuropsychiatry; Psychosis; Limbic encephalitis; Neuroscience; Schizophrenia (object-oriented programming); Medicine; Immunology; Multiple sclerosis; Psychiatry; Neuroimmunology; Neurology; Psychology; Central nervous system; 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":[],"consensus_categories":[],"category_scores_codex":[0.00006454505,0.0002673803,0.0004308928,0.0001703093,0.000105842,0.00003676048,0.0001224959,0.0001325681,0.00004763555],"category_scores_gemma":[0.0001513594,0.0002063325,0.00009737029,0.0004251693,0.0001068588,0.00009519547,0.00007706379,0.0002852887,0.00001312741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007169472,"about_ca_system_score_gemma":0.00003389311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002225422,"about_ca_topic_score_gemma":0.000001117122,"domain_scores_codex":[0.9983689,0.000093674,0.0003540958,0.0006983026,0.0001034143,0.000381614],"domain_scores_gemma":[0.9988508,0.0004842077,0.0001107792,0.0003928358,0.00004038912,0.0001210183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003856508,0.0007448976,0.9762416,0.00002924622,0.00002562918,0.00001125686,0.00002481488,3.86111e-7,0.005480189,0.0004101029,0.0002085277,0.01643764],"study_design_scores_gemma":[0.004341018,0.003576074,0.9797207,0.00001173391,0.00003556595,0.00009052294,0.00001254209,0.00006765607,0.000007684768,0.0006271597,0.01134047,0.0001688582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762157,0.004111017,0.000006065512,0.01701649,0.0002403722,0.001605941,0.00004195983,0.00009581484,0.0006666904],"genre_scores_gemma":[0.9724203,0.02277355,0.0002267652,0.0041958,0.00003002213,0.0001891873,0.00005662694,0.0000397171,0.00006807563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866253,"threshold_uncertainty_score":0.8413994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190624975081843,"score_gpt":0.2931599645625695,"score_spread":0.2740974670543852,"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."}}