{"id":"W4375948145","doi":"10.1016/j.jns.2023.120676","title":"Neural antibody testing for autoimmune encephalitis: Impact of Autoimmune Neurology approval process on test utilization","year":2023,"lang":"en","type":"letter","venue":"Journal of the Neurological Sciences","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Autoimmune encephalitis; Scopus; Encephalitis; Medicine; Web of science; Neurology; Antibody; Pediatrics; Immunology; Internal medicine; MEDLINE; Autoantibody; Psychiatry; Chemistry; Meta-analysis","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":[0.007256279,0.0002278555,0.0005440068,0.0008468957,0.00250242,0.003414774,0.001485657,0.0244801,0.006170977],"category_scores_gemma":[0.05392963,0.0003343707,0.000899674,0.0008757731,0.001554406,0.002058369,0.0009093146,0.01077124,0.001311272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006648635,"about_ca_system_score_gemma":0.01089496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035005,"about_ca_topic_score_gemma":0.03587396,"domain_scores_codex":[0.9915392,0.002836965,0.001165285,0.0006604985,0.002404324,0.001393723],"domain_scores_gemma":[0.9322581,0.05074058,0.003476203,0.0009215884,0.006333046,0.006270421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001080111,0.0005413122,0.1012906,0.0001601005,0.0001118636,0.03489048,0.0009802256,0.001360171,0.001270071,0.01765243,0.7747362,0.06592639],"study_design_scores_gemma":[0.001317587,0.001217213,0.1497624,0.001564673,0.000411634,0.05447741,0.004337197,0.01265401,0.00362168,0.04359062,0.7266654,0.0003802373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01724971,0.0007083552,0.0002281916,0.9641071,0.003449374,0.00001899801,0.0001228133,0.00003484844,0.0140806],"genre_scores_gemma":[0.2002615,0.001025703,0.0007208776,0.7734941,0.01701919,0.00005048118,0.00009797743,0.00005532711,0.007274911],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0244801,"threshold_uncertainty_score":0.04823941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004210281665905,"score_gpt":0.3765811354320246,"score_spread":0.2761601072654342,"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."}}