{"id":"W4367303034","doi":"10.1212/wnl.0000000000203608","title":"Associations of Serum Neurofilament Light Chain with Outcomes in Children with Autoimmune Encephalitis (P4-5.009)","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"RNA regulation and disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Population; Autoimmune encephalitis; Internal medicine; Pathology; Antibody; Immunology; Autoantibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007674033,0.0001149684,0.0001782496,0.00009513896,0.00003518603,0.000006346709,0.000117672,0.00008936296,0.00002272814],"category_scores_gemma":[0.00003476237,0.00009186081,0.00004046315,0.0002186574,0.00005984074,0.000003537524,0.00005520237,0.00007307193,0.000008366113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004365915,"about_ca_system_score_gemma":0.00006080162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007367256,"about_ca_topic_score_gemma":0.0001786823,"domain_scores_codex":[0.9991197,0.00009937445,0.0001826242,0.0002611606,0.0001213283,0.0002158126],"domain_scores_gemma":[0.9995385,0.00001440257,0.0001039542,0.0002567862,0.00003751501,0.00004882032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175574,0.00007547242,0.9846179,0.000002429125,0.00004642495,0.00001090077,0.00003107163,0.0004984877,0.01408927,0.0001748527,0.0001072588,0.0002283615],"study_design_scores_gemma":[0.001039198,0.0008820875,0.9949755,0.000001815921,0.00001334087,0.00001227311,0.000004276796,0.00007050377,0.002492048,0.00002174824,0.0003954782,0.00009174621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965913,0.00003126275,0.00001597014,0.002715006,0.00004500816,0.0002025771,0.00007016194,0.0000270354,0.0003016452],"genre_scores_gemma":[0.9985026,0.00002125564,0.0000244273,0.0008729081,0.0000219358,0.00002408168,0.0001402153,0.00001747076,0.0003751158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159722,"threshold_uncertainty_score":0.3745975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007112235676600061,"score_gpt":0.2335473797553493,"score_spread":0.2264351440787493,"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."}}