{"id":"W3107506977","doi":"10.1503/cmaj.200424","title":"Seronegative autoimmune encephalitis","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autoimmune encephalitis; Rheumatoid arthritis; Medicine; Cognition; Emergency department; Cognitive decline; Encephalitis; Pediatrics; Immunology; Dementia; Psychiatry; Disease; Pathology; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002553919,0.0001105714,0.0002689796,0.00004934939,0.0001970486,0.00003805328,0.0001114994,0.000262253,0.01090428],"category_scores_gemma":[0.002038472,0.0000886483,0.000122197,0.0002165331,0.00003803604,0.00007446207,0.00001467375,0.0008564359,0.0005686636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372564,"about_ca_system_score_gemma":0.001487731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008095058,"about_ca_topic_score_gemma":0.0004536942,"domain_scores_codex":[0.9981599,0.0001053371,0.0003157143,0.0001496387,0.0008887895,0.0003805566],"domain_scores_gemma":[0.997689,0.00007599813,0.0001294935,0.00005962392,0.0001854112,0.001860436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001766286,0.0003189357,0.4949384,0.00003565153,0.001131296,0.01471864,0.002558292,0.00001134449,0.0002096007,0.001234203,0.2498028,0.2348642],"study_design_scores_gemma":[0.0033095,0.0006449475,0.5051264,0.00004525472,0.00007675438,0.0005706779,0.0003673206,0.0006253361,0.00002374816,0.0002879199,0.4887649,0.0001572397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4325479,0.0009625189,0.0002269304,0.5362137,0.0005658837,0.0002935985,0.00003295248,0.00008694255,0.02906956],"genre_scores_gemma":[0.9191696,0.0001811794,0.00008649755,0.07947111,0.000385178,0.000004376755,0.00001278757,0.00001198347,0.000677275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4866217,"threshold_uncertainty_score":0.9899999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336041104189781,"score_gpt":0.2392056275531839,"score_spread":0.2258452165112861,"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."}}