{"id":"W4409207041","doi":"10.1176/appi.neuropsych.20240122","title":"Long-Term Psychiatric Outcomes of Autoimmune Encephalitis","year":2025,"lang":"en","type":"article","venue":"Journal of Neuropsychiatry","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autoimmune encephalitis; Term (time); Medicine; Psychiatry; Encephalitis; Psychology; Virology; Virus; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199493,0.0002024638,0.0007428323,0.0003623784,0.00006214041,0.00001211991,0.0002344277,0.0000997886,0.0001324635],"category_scores_gemma":[0.0001172689,0.0001379848,0.0005441538,0.0005484755,0.00009156481,0.00008484029,0.00005428181,0.0004094361,0.000008774367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001855009,"about_ca_system_score_gemma":0.0001980801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005228714,"about_ca_topic_score_gemma":8.367475e-7,"domain_scores_codex":[0.9982104,0.00008340852,0.0009762034,0.0001772173,0.0003361437,0.0002165761],"domain_scores_gemma":[0.9986994,0.00008967936,0.0006162802,0.0003420431,0.0001689774,0.00008357786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004504643,0.00153203,0.9865637,0.0001227803,0.0003577544,0.0001989697,0.00002045143,0.000005778365,0.0008761917,0.0003848664,0.0008647577,0.008622224],"study_design_scores_gemma":[0.003672435,0.001736471,0.9923683,0.0001079952,0.0004562006,0.0002893902,0.00001707625,0.000005638916,0.00005132129,0.0007769578,0.0004402839,0.00007791413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822925,0.005639498,0.0002282716,0.005512182,0.002270175,0.0001887575,0.000004268838,0.00002226639,0.003842124],"genre_scores_gemma":[0.9952965,0.0008820512,0.0006572215,0.001857652,0.00005550862,0.000001899214,0.000001950584,0.0000171643,0.001230095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013004,"threshold_uncertainty_score":0.5626858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039652341652383,"score_gpt":0.2963160649367414,"score_spread":0.2859195415202176,"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."}}