{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003410613,0.0005729806,0.0003250321,0.001417847,0.0005939968,0.001372462,0.0006521002,0.0005138901,0.009172781],"category_scores_gemma":[0.005741385,0.000263276,0.0002703178,0.001167164,0.0007621846,0.0005857171,0.0006924407,0.0006173268,0.003197807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008850148,"about_ca_system_score_gemma":0.000737533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006360975,"about_ca_topic_score_gemma":0.003706945,"domain_scores_codex":[0.9947541,0.001005066,0.0005083267,0.0009295247,0.002338325,0.0004646216],"domain_scores_gemma":[0.9957002,0.001016795,0.0008031686,0.0004534749,0.001738257,0.0002879761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007437833,0.0003618576,0.926689,0.0001211439,0.0001176934,0.001300621,0.0003282344,0.0004456386,0.01443968,0.0003186587,0.004724788,0.05040886],"study_design_scores_gemma":[0.00008438896,0.001514876,0.9408949,0.0001262702,0.0001117589,0.01012628,0.0009098147,0.006420715,0.01770585,0.0004575322,0.02161929,0.00002832292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585136,0.001616332,0.01123942,0.0005816786,0.0003760728,0.0002656665,0.001874933,0.0006343782,0.02489792],"genre_scores_gemma":[0.9871495,0.0001859046,0.006614974,0.0002669355,0.0001110968,0.0001218323,0.001221507,0.00007217154,0.004255994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009172781,"threshold_uncertainty_score":0.03068596,"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."}}