{"id":"W4390227112","doi":"10.1001/jamaneurol.2023.4894","title":"Looking Beyond Syndrome-Based Criteria for Autoimmune Encephalitis—The Need for Complementary Neural Antibody–Based Diagnostic Criteria","year":2023,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Medical Research Council","keywords":"Autoimmune encephalitis; Complement (music); Medicine; Encephalitis; Antibody; Immunology; Autoantibody; Biology; 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":[0.01178237,0.0005341562,0.001184196,0.003637414,0.001110822,0.00322291,0.001790582,0.0033926,0.002842184],"category_scores_gemma":[0.0310489,0.0002916814,0.0009978181,0.001001657,0.004644197,0.007436182,0.002261344,0.008346104,0.0008760623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081119,"about_ca_system_score_gemma":0.003530866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004653431,"about_ca_topic_score_gemma":0.009038408,"domain_scores_codex":[0.9955466,0.001697921,0.0007083959,0.0004009172,0.001352332,0.0002938658],"domain_scores_gemma":[0.9816466,0.01005562,0.000784423,0.0008127869,0.005782453,0.0009180827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003646597,0.0002241369,0.03273748,0.001662143,0.0004026373,0.007285051,0.001610919,0.00160895,0.007743534,0.3887363,0.1311292,0.426495],"study_design_scores_gemma":[0.0002461784,0.0004860993,0.02050168,0.006939697,0.0003839963,0.03652371,0.003201745,0.006254361,0.002298664,0.6300885,0.2928325,0.0002428093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02732796,0.154943,0.07934992,0.6360347,0.02137619,0.0001584328,0.0004259901,0.0002142143,0.08016955],"genre_scores_gemma":[0.3714471,0.1009899,0.1610449,0.3016424,0.05693809,0.0002291274,0.0006043623,0.0002042146,0.006899978],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01178237,"threshold_uncertainty_score":0.06231183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405418643025401,"score_gpt":0.341755327129045,"score_spread":0.307701140698791,"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."}}