{"id":"W4406224637","doi":"10.1002/alz.089908","title":"LGI‐1 Encephalitis: A Comprehensive Multidisciplinary Paradigm for Diagnosis and Management","year":2024,"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":"Ontario Shores Centre for Mental Health Sciences; Baycrest Hospital","funders":"","keywords":"Multidisciplinary approach; Encephalitis; Computer science; Medicine; Sociology; Virology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126099,0.0007887558,0.0005687108,0.0008148786,0.001407235,0.001162222,0.00089929,0.001689313,0.001538053],"category_scores_gemma":[0.001113965,0.0001713239,0.0003911423,0.0002656869,0.0006166964,0.001347405,0.002457924,0.003272452,0.0003481926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449775,"about_ca_system_score_gemma":0.003058218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127568,"about_ca_topic_score_gemma":0.002778447,"domain_scores_codex":[0.9994575,0.0001887512,0.00006473124,0.00005399927,0.0001091917,0.000125903],"domain_scores_gemma":[0.9994938,0.00008242029,0.00004988585,0.00001445508,0.00009974778,0.0002596552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002609375,0.001747338,0.03265909,0.002418463,0.0002742852,0.07938658,0.003877187,0.005520907,0.01264266,0.01695387,0.1173665,0.7268924],"study_design_scores_gemma":[0.0005814121,0.002730571,0.0986983,0.01847053,0.0003432062,0.3253622,0.01561058,0.01876373,0.003433482,0.07738113,0.4381773,0.0004476625],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2241607,0.2086397,0.09553144,0.3581548,0.008690925,0.00235625,0.0003125787,0.0009557637,0.1011977],"genre_scores_gemma":[0.7344667,0.08538304,0.1075898,0.04483776,0.01600692,0.001452425,0.0004224383,0.00007692087,0.009763978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001689313,"threshold_uncertainty_score":0.01051891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04648126298393367,"score_gpt":0.3183729715931664,"score_spread":0.2718917086092327,"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."}}