{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001678192,0.0003829545,0.0009361028,0.001372497,0.0007344352,0.0003675009,0.001071715,0.0001965973,0.0001292],"category_scores_gemma":[0.006058139,0.0002467747,0.0003001252,0.002819649,0.003984118,0.0005281323,0.00009216375,0.001251448,0.000005545761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932635,"about_ca_system_score_gemma":0.002416361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00272043,"about_ca_topic_score_gemma":0.007287186,"domain_scores_codex":[0.9953535,0.0006838417,0.001289008,0.0006212366,0.0007165108,0.001335913],"domain_scores_gemma":[0.9947852,0.002622267,0.0004359599,0.0001636987,0.0005453775,0.001447432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783898,0.0001181383,0.9349916,0.00003199467,0.00003366633,0.04767281,0.000267569,0.009113326,0.0004826723,0.00057015,0.0001844075,0.006355301],"study_design_scores_gemma":[0.0006209209,0.08891924,0.8681732,0.0002460622,0.00007764556,0.02871737,0.0001425406,0.008566094,0.00005236362,0.002875185,0.001351168,0.0002582256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857685,0.006405767,0.00005670084,0.005828992,0.0008229128,0.0003682502,0.00002489683,0.00002868339,0.0006952792],"genre_scores_gemma":[0.9949706,0.000375812,0.0007506594,0.003773286,0.00009027473,0.000005490949,9.936557e-7,0.00001513189,0.00001775207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0888011,"threshold_uncertainty_score":0.9999985,"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."}}