{"id":"W4206606799","doi":"10.1017/cjn.2021.289","title":"P.006 Neural antibody testing for autoimmune encephalitis: A Canadian single-centre experience","year":2021,"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":"Canadian Celiac Association","funders":"","keywords":"Serology; Medicine; False positive paradox; Antibody; Encephalitis; Autoimmune encephalitis; Limbic encephalitis; Internal medicine; Immunology; Pathology; Autoantibody","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":[],"consensus_categories":[],"category_scores_codex":[0.0008404568,0.0007116666,0.0002533589,0.001479042,0.002216227,0.001098688,0.001109479,0.0009631366,0.007438579],"category_scores_gemma":[0.003706635,0.0003672774,0.0003619951,0.00222248,0.001321584,0.0005819036,0.0009987968,0.0009325107,0.001501262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005856637,"about_ca_system_score_gemma":0.00954183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4311098,"about_ca_topic_score_gemma":0.5312263,"domain_scores_codex":[0.9985549,0.0001466536,0.00014206,0.0001607002,0.0005401261,0.0004556589],"domain_scores_gemma":[0.996905,0.0003135589,0.0004657207,0.00009940624,0.00101578,0.001200498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002014643,0.0003445566,0.7435057,0.0004577803,0.00007727335,0.1054328,0.002786641,0.0004315897,0.004464687,0.000524622,0.01809156,0.1236814],"study_design_scores_gemma":[0.00007555659,0.0007179704,0.6355136,0.0007658679,0.00008836215,0.3186384,0.006318404,0.001242232,0.001502319,0.000389045,0.03463276,0.000115455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037226,0.01276078,0.001896577,0.009375363,0.000648123,0.0003309975,0.0006922327,0.0001661913,0.07040719],"genre_scores_gemma":[0.9849438,0.005635988,0.001701607,0.002329328,0.0002825375,0.00002739368,0.0002862914,0.00007142876,0.004721584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5688902,"threshold_uncertainty_score":0.8572009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625952984345408,"score_gpt":0.301522183676415,"score_spread":0.2452626538329609,"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."}}