{"id":"W4390201610","doi":"10.1002/alz.078347","title":"Neurobehavioral Manifestations and Outcomes in Autoimmune Encephalitis: A Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autoimmune encephalitis; Medicine; Encephalitis; Pediatrics; Retrospective cohort study; Sleep disorder; Executive dysfunction; Internal medicine; Cognition; Psychiatry; Immunology; Neuropsychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006725054,0.0002680135,0.000450552,0.001454609,0.0005903117,0.0005707097,0.0002764719,0.0003613774,0.001220914],"category_scores_gemma":[0.001443027,0.0003789546,0.0004161012,0.002007575,0.0003477243,0.0005896099,0.0004541235,0.0003890262,0.0002513377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004780987,"about_ca_system_score_gemma":0.0005423783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643341,"about_ca_topic_score_gemma":0.003645829,"domain_scores_codex":[0.9993442,0.0001294535,0.0001474553,0.0001479475,0.0001318369,0.00009909827],"domain_scores_gemma":[0.9983097,0.0003052783,0.0008470163,0.00008635085,0.0002124923,0.0002390617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003597744,0.00002552667,0.9989972,0.00001602284,0.00001630356,0.0003710586,0.0000588266,0.000009053508,0.00004226382,0.000005505934,0.00003015756,0.0003921111],"study_design_scores_gemma":[0.00001079763,0.0002444957,0.9956123,0.00002309263,0.00004032223,0.003108647,0.0005522942,0.0000739512,0.00005973533,0.00001664473,0.0002511546,0.000006637987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988741,0.0004920446,0.00004199683,0.00001397028,0.000003941929,0.00002197871,0.0002620633,0.000001374506,0.0002884439],"genre_scores_gemma":[0.9992108,0.0002882865,0.00004482798,0.00002626965,0.00001247413,0.00002087751,0.0003346495,9.761933e-7,0.00006072576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003643341,"threshold_uncertainty_score":0.007244229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693007205109989,"score_gpt":0.3204556746105952,"score_spread":0.2835256025594953,"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."}}