{"id":"W3132520572","doi":"10.7759/cureus.13307","title":"Autoimmune Encephalitis in Children: From Suspicion to Diagnosis","year":2021,"lang":"en","type":"review","venue":"Cureus","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Autoimmune encephalitis; Encephalitis; Immunology; Immune system; Plasmapheresis; Encephalopathy; Antibody; Etiology; Autoantibody; Autoimmune disease; Internal medicine; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006208344,0.0004642165,0.002328093,0.0001105968,0.00004478439,0.00002707627,0.0002211303,0.0004333786,0.001634776],"category_scores_gemma":[0.0002416091,0.0003502473,0.0005446777,0.0004621572,0.00003405759,0.00003741418,0.0002089653,0.0004637134,0.000339597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764763,"about_ca_system_score_gemma":0.0001510099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125799,"about_ca_topic_score_gemma":0.00003277248,"domain_scores_codex":[0.9978763,0.0001644899,0.0006336884,0.000720438,0.0002321777,0.0003728676],"domain_scores_gemma":[0.9988312,0.0001650977,0.0001466832,0.0006914485,0.0000307822,0.0001348027],"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":[0.000005799722,0.0007078671,0.009276262,0.0003345034,0.0003404774,0.0004876869,0.00003758702,2.544212e-7,2.210751e-7,0.00004750698,0.0007091891,0.9880527],"study_design_scores_gemma":[0.0006899491,0.0003572801,0.05945023,0.008755327,0.0009795432,0.00005363133,0.00000852908,4.20625e-7,9.418129e-7,0.00004665889,0.9293456,0.0003118788],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00193663,0.9953858,0.000004741363,0.0001864299,0.0002505525,0.001373816,0.0001395201,0.00006792182,0.0006546064],"genre_scores_gemma":[0.0007721647,0.9957966,0.000119951,0.0004564324,0.00009099854,0.0006871927,0.001601877,0.0000588093,0.000415924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877408,"threshold_uncertainty_score":0.999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04549933755571176,"score_gpt":0.3521343191225059,"score_spread":0.3066349815667941,"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."}}