{"id":"W4404042664","doi":"10.1017/cjn.2024.321","title":"Lack of Comprehensive Neural Antibody Testing: A Contributor to Diagnostic Delay in Autoimmune Encephalitis","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Health Sciences Centre; McMaster University; London Health Sciences Centre; Western University","funders":"","keywords":"Autoimmune encephalitis; Encephalitis; Medicine; Antibody; Virology; Immunology; Diagnostic test; Pediatrics; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007573903,0.0005087075,0.0005134352,0.001455662,0.001061112,0.001052562,0.0008470111,0.001688095,0.006077096],"category_scores_gemma":[0.01171804,0.0003126602,0.000232248,0.001076822,0.0007717295,0.001567794,0.0006356551,0.001911056,0.00101218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127777,"about_ca_system_score_gemma":0.001650437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0171934,"about_ca_topic_score_gemma":0.0126552,"domain_scores_codex":[0.9991838,0.0001225251,0.0001275309,0.0001456064,0.0001586353,0.0002618357],"domain_scores_gemma":[0.9953465,0.002325528,0.0008626656,0.0001708381,0.0006098525,0.0006846649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003894157,0.0003052978,0.631635,0.0002219186,0.0000416086,0.3113107,0.001127053,0.0006170775,0.003725399,0.001698311,0.009735036,0.03919317],"study_design_scores_gemma":[0.00002829364,0.0002751938,0.214824,0.0004737946,0.00009148695,0.7708473,0.001910204,0.002768771,0.001501568,0.00288475,0.004335765,0.0000588149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9474597,0.006601843,0.001786557,0.01607492,0.0003833144,0.00007299786,0.0005744731,0.0001291124,0.02691711],"genre_scores_gemma":[0.9963812,0.001166745,0.0005423793,0.0008923205,0.0001450324,0.000006454139,0.0001076524,0.0000185312,0.0007395995],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0171934,"threshold_uncertainty_score":0.03418666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06450531484028738,"score_gpt":0.336640883780832,"score_spread":0.2721355689405446,"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."}}