{"id":"W4409360271","doi":"10.14785/lymphosign-2025-0002","title":"A potential novel genetic etiology of autoimmune encephalopathy","year":2025,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"interferon and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Etiology; Encephalopathy; Medicine; Immunology; Neuroscience; Biology; Pathology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002980416,0.0001625907,0.0003487593,0.0003031387,0.000200528,0.00001739767,0.0003942031,0.00023816,0.001288377],"category_scores_gemma":[0.0001343868,0.0001370399,0.0001988522,0.0001621975,0.0003030316,0.00005455692,0.00009605297,0.0002839689,0.0001174326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000669367,"about_ca_system_score_gemma":0.0004694313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004238278,"about_ca_topic_score_gemma":0.000001665782,"domain_scores_codex":[0.9986482,0.000226052,0.0005651427,0.0001673598,0.00003516965,0.0003581228],"domain_scores_gemma":[0.999271,0.0001211897,0.000219314,0.0002225506,0.0001487544,0.00001720781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008221384,0.0001775442,0.0006439298,0.00001294413,0.0002516543,0.00001455826,0.0002322822,0.0000250654,0.9796104,0.00127593,0.002573284,0.0143602],"study_design_scores_gemma":[0.008459344,0.001156704,0.1407475,0.0003708643,0.0002080493,0.007496158,0.000695107,0.00006224428,0.8029031,0.001383769,0.03613418,0.0003829254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857582,0.02167857,0.08499685,0.000476067,0.004718361,0.000156102,0.00001358626,0.00004342894,0.00215887],"genre_scores_gemma":[0.9950086,0.0005413961,0.0006316805,0.0002789267,0.00003255323,0.000005661751,0.000005793158,0.00001026284,0.00348507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1767073,"threshold_uncertainty_score":0.9996246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005445090051557517,"score_gpt":0.2295195848449792,"score_spread":0.2240744947934217,"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."}}