{"id":"W4389449194","doi":"10.1212/wnl.96.15_supplement.2200","title":"Autoimmune Encephalitis: Modifiable and Non-modifiable Predictors of Relapse (2200)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Autoimmune encephalitis; Medicine; Encephalitis; Immunology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005810476,0.0002522553,0.0003858215,0.0004265873,0.000249677,0.0003964436,0.0002379352,0.0004018919,0.003255612],"category_scores_gemma":[0.001288586,0.00008195081,0.0005968284,0.0005451844,0.0000787737,0.000353995,0.0002170844,0.0005392578,0.0006597988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000213443,"about_ca_system_score_gemma":0.0004805679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003610259,"about_ca_topic_score_gemma":0.006121014,"domain_scores_codex":[0.9997967,0.00004731752,0.0000296027,0.00002814405,0.00003293459,0.00006543382],"domain_scores_gemma":[0.9995283,0.00007662054,0.0001814742,0.00003633398,0.00007556268,0.0001017546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004791003,0.0002285163,0.984236,0.00006347981,0.0001727589,0.0001223952,0.00002276183,0.00006060111,0.0003477323,0.00004101779,0.001042775,0.0131829],"study_design_scores_gemma":[0.00003028911,0.0003160472,0.9977367,0.00004234258,0.000125474,0.0003113738,0.00005450611,0.0002700901,0.0001703752,0.00007289342,0.000866415,0.000003484698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938683,0.002470572,0.0002037358,0.0002862784,0.00005502528,0.00003690314,0.001401994,0.00001361425,0.00166363],"genre_scores_gemma":[0.9964665,0.0007050835,0.0002508941,0.000201977,0.0000768812,0.00003861485,0.001433645,0.000005180829,0.0008212228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003610259,"threshold_uncertainty_score":0.01089108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073102356998856,"score_gpt":0.2376761465395607,"score_spread":0.2269451229695721,"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."}}