{"id":"W4206478882","doi":"10.1017/cjn.2021.287","title":"P.004 Autoimmune Encephalitis: Modifiable and Non-Modifiable Predictors of Relapse","year":2021,"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","funders":"","keywords":"Medicine; Immunosuppression; Autoimmune encephalitis; Internal medicine; Encephalitis; Proportional hazards model; 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":[0.0005123451,0.0003253992,0.0002445977,0.0005793193,0.00043925,0.0004680299,0.0005450238,0.0004501649,0.0208462],"category_scores_gemma":[0.002619878,0.00009657213,0.0005267271,0.0007915915,0.0003960193,0.0004064594,0.0003625363,0.0008744923,0.0009800429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005505969,"about_ca_system_score_gemma":0.001084683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004432,"about_ca_topic_score_gemma":0.007592349,"domain_scores_codex":[0.999542,0.00008574994,0.00004036781,0.00007091734,0.0001489542,0.0001120665],"domain_scores_gemma":[0.9981886,0.000482722,0.0007034296,0.00005934138,0.0002107337,0.0003551411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000196139,0.0000330954,0.9927037,0.00003377774,0.0000575752,0.0002806873,0.00003005309,0.00004570817,0.0001488404,0.00003630616,0.0005977537,0.005836404],"study_design_scores_gemma":[0.00001830354,0.0001528372,0.9969895,0.00004233828,0.00007470353,0.001198776,0.0001207356,0.0003205047,0.000105622,0.0001289954,0.0008437869,0.000003898832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889053,0.002661738,0.0002869717,0.001079673,0.0001033113,0.00003492869,0.0009200247,0.00002960992,0.005978405],"genre_scores_gemma":[0.998198,0.0002519291,0.0001985922,0.00006904726,0.00007013199,0.00001208598,0.0002571352,0.000006610788,0.0009364831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208462,"threshold_uncertainty_score":0.06973755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152029882739102,"score_gpt":0.2559056059301925,"score_spread":0.2343853071028015,"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."}}