{"id":"W4414654857","doi":"10.1111/epi.18654","title":"Anti‐γ‐aminobutyric acid B receptor autoimmune encephalitis: Clinical presentation and diagnostic insights","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Context (archaeology); Status epilepticus; Presentation (obstetrics); Encephalopathy; Diagnostic test; Epilepsy; Diagnostic accuracy","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":[0.0002847394,0.0006178127,0.0003664819,0.0009131917,0.0002004073,0.0006839283,0.0003401317,0.0006960233,0.0009989162],"category_scores_gemma":[0.0007662497,0.0002203026,0.000168171,0.0005078471,0.0003801304,0.0008607293,0.0003326001,0.0003989358,0.00040162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829457,"about_ca_system_score_gemma":0.0002598691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006823302,"about_ca_topic_score_gemma":0.0007144085,"domain_scores_codex":[0.9998335,0.00003048749,0.00002240152,0.00003424194,0.0000258312,0.0000535212],"domain_scores_gemma":[0.9998105,0.00004726239,0.00005168702,0.000007583496,0.00003245896,0.00005047712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.000416591,0.0002351169,0.8121505,0.0001916916,0.00004062834,0.1196496,0.0004017222,0.0003590158,0.01652728,0.0007328907,0.001582403,0.04771268],"study_design_scores_gemma":[0.00005097732,0.0004269822,0.5547047,0.0001515932,0.00004661602,0.4367812,0.0009583527,0.001671169,0.001413264,0.000980853,0.002788445,0.00002579478],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788481,0.01297279,0.001036947,0.0007181528,0.00003370468,0.00003364886,0.0001436087,0.00003768012,0.006175371],"genre_scores_gemma":[0.996138,0.002737308,0.0004454796,0.0001894396,0.0001477529,0.000008745675,0.000107076,0.000002796827,0.0002234157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009989162,"threshold_uncertainty_score":0.003341675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876385320841718,"score_gpt":0.324208214745742,"score_spread":0.3054443615373248,"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."}}