{"id":"W4379348357","doi":"10.1017/cjn.2023.134","title":"P.030 Antibody testing for autoimmune encephalitis: a multisite study examining clinical practices in a large Canadian city","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Lumbar puncture; Antibody; Malignancy; Medical record; Autoimmune encephalitis; Pediatrics; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007990029,0.000439223,0.0003872459,0.001888861,0.004141535,0.001529842,0.001661411,0.0006610507,0.002189218],"category_scores_gemma":[0.002533853,0.0005977791,0.0004291575,0.005320211,0.001190111,0.0006770336,0.001372075,0.000851336,0.0002893564],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0173861,"about_ca_system_score_gemma":0.02515362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742931,"about_ca_topic_score_gemma":0.9821512,"domain_scores_codex":[0.9987087,0.0000923709,0.00009233311,0.0002412422,0.0004963621,0.000368922],"domain_scores_gemma":[0.9967412,0.0002300131,0.0009666077,0.000103304,0.001011089,0.000947773],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001256108,0.00002442013,0.9974542,0.00001971065,0.00001439167,0.0001325999,0.0008080911,0.00002066486,0.0001181042,0.00002397113,0.0003850498,0.0009862155],"study_design_scores_gemma":[0.000003742512,0.00002919772,0.9964167,0.000029366,0.00001040862,0.0001531155,0.002899291,0.0001263191,0.00002552608,0.00001054485,0.0002893799,0.000006480458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962291,0.0002707003,0.0000805553,0.0004707179,0.00001002601,0.00006200662,0.001201572,0.000008548623,0.001666842],"genre_scores_gemma":[0.9985861,0.0002830767,0.0001828946,0.0002655455,0.000008172819,0.000020097,0.0004058937,0.000004408118,0.0002437605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.999201,"threshold_uncertainty_score":0.1261457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1831277883717896,"score_gpt":0.4137515671438876,"score_spread":0.2306237787720979,"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."}}