{"id":"W4283458534","doi":"10.1017/cjn.2022.128","title":"P.026 Autoimmune encephalitis: modifiable and non-modifiable predictors of relapse","year":2022,"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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Workers Compensation Board of Alberta","funders":"","keywords":"Medicine; Immunosuppression; Autoimmune encephalitis; Internal medicine; Encephalitis; Pediatrics; Immunology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005160435,0.0003254123,0.0002687948,0.0006312435,0.0004393564,0.0004681721,0.0005579971,0.0004915766,0.01782151],"category_scores_gemma":[0.002472019,0.00009931463,0.0005363842,0.000883569,0.0003941337,0.0003991784,0.0003354276,0.0009192278,0.001128988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004975821,"about_ca_system_score_gemma":0.0009928723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009288005,"about_ca_topic_score_gemma":0.007512,"domain_scores_codex":[0.9995286,0.00008388025,0.000042229,0.00007346888,0.0001636041,0.0001082829],"domain_scores_gemma":[0.9980222,0.0004556174,0.0008496732,0.00006407266,0.0002198596,0.0003885001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001785403,0.00003140957,0.9933134,0.00003409373,0.00004706204,0.0003360518,0.00002906496,0.00003668805,0.0001413615,0.00003140658,0.0005109651,0.005310067],"study_design_scores_gemma":[0.00001568868,0.0001351472,0.9968279,0.00004904988,0.00006002385,0.001623346,0.0001122025,0.0002444189,0.00009621707,0.000110828,0.0007209807,0.000004168087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880165,0.003276141,0.0002752629,0.001225556,0.0001033974,0.00003904567,0.0009948571,0.00003159046,0.006037512],"genre_scores_gemma":[0.9981407,0.0003356388,0.0002135783,0.00008445634,0.00008070987,0.00001152355,0.0002852746,0.000007347172,0.0008409383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01782151,"threshold_uncertainty_score":0.05961895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096918696141513,"score_gpt":0.2506303676528888,"score_spread":0.2296611806914736,"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."}}