{"id":"W4412166635","doi":"10.1017/cjn.2025.10199","title":"P.015 Analysis of Aquaporin-4 and Myelin Oligodendrocyte Glycoprotein Autoantibodies using live cell-based assay in a reference laboratory with over 6,000 tests","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Myelin oligodendrocyte glycoprotein; Autoantibody; Oligodendrocyte; Glycoprotein; Myelin; Immunology; Molecular biology; Chemistry; Cell biology; Antibody; Biology; Neuroscience; Central nervous system","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002557284,0.0002565776,0.0007286327,0.002866724,0.0007207416,0.0002297696,0.0005681065,0.0001489851,0.0001221153],"category_scores_gemma":[0.001159496,0.0001673274,0.0001530829,0.003546479,0.003233999,0.0004454017,0.00003650116,0.001019736,2.564651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244933,"about_ca_system_score_gemma":0.004984999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008060453,"about_ca_topic_score_gemma":0.136654,"domain_scores_codex":[0.9969616,0.0005450872,0.0008267214,0.0004383196,0.0005369686,0.0006913104],"domain_scores_gemma":[0.9972135,0.0006036654,0.0006919158,0.0001417188,0.0005946549,0.0007545376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002456771,0.00005550594,0.9750565,0.00002241149,0.00006039028,0.002445962,0.0002280133,0.01914016,0.002249656,0.0001593697,0.00003797358,0.0002983586],"study_design_scores_gemma":[0.0009772619,0.03760158,0.9116421,0.0004439346,0.0006750519,0.002370206,0.0005385385,0.04037078,0.003818146,0.0006196254,0.0005919797,0.0003508262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967675,0.001083512,0.00009158862,0.0008745475,0.0001488739,0.0001411232,0.00002826202,0.000008198616,0.0008564053],"genre_scores_gemma":[0.9960422,0.000135122,0.002409817,0.001353025,0.00004015361,0.000001698744,4.533239e-7,0.000006130509,0.00001138696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285936,"threshold_uncertainty_score":0.9994786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03221875866329738,"score_gpt":0.3015520651784178,"score_spread":0.2693333065151204,"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."}}