{"id":"W4390612418","doi":"10.1017/cjn.2023.334","title":"Epilepsy Versus High Risk of Epilepsy in Autoimmune Encephalitis: An Essential Distinction","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Epilepsy; Autoimmune encephalitis; Medicine; Content (measure theory); Encephalitis; Neuroscience; Computer science; Psychology; Immunology; Mathematics; 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":[0.00649091,0.0003309494,0.001461804,0.001379639,0.0004668605,0.001926484,0.001160297,0.002410932,0.00455144],"category_scores_gemma":[0.0221519,0.0002540796,0.0007394183,0.000931561,0.001919445,0.003602295,0.001456478,0.003556463,0.0007408194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005591207,"about_ca_system_score_gemma":0.000866721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139842,"about_ca_topic_score_gemma":0.001960622,"domain_scores_codex":[0.9974912,0.001092542,0.000440852,0.0003144139,0.0004379417,0.0002230575],"domain_scores_gemma":[0.9833673,0.01352881,0.00106105,0.0004661186,0.0006509963,0.0009258196],"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":[0.01278686,0.000358071,0.4535424,0.005240774,0.002446635,0.00538937,0.0042359,0.0004628179,0.003859842,0.08617524,0.04792807,0.3775741],"study_design_scores_gemma":[0.001602039,0.001729995,0.6718976,0.01937429,0.002807532,0.0268723,0.01178294,0.002472662,0.001339175,0.1993825,0.06041106,0.0003278943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3697495,0.2866652,0.007039416,0.2864527,0.01304265,0.0001698201,0.001921861,0.00005200576,0.03490685],"genre_scores_gemma":[0.9396211,0.02968843,0.002309748,0.0124451,0.01398365,0.000066638,0.0003957672,0.00003868112,0.001450871],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00649091,"threshold_uncertainty_score":0.03432763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422549500994922,"score_gpt":0.2850875966469366,"score_spread":0.2608621016369874,"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."}}