{"id":"W4379279883","doi":"10.1017/cjn.2023.146","title":"P.042 Could Live Cell-Based Assay increase the acetylcholine receptor autoantibodies seropositivity in patients with clinical suspicion of myasthenia gravis?","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Myasthenia gravis; Autoantibody; Medicine; Acetylcholine receptor; Antibody; Internal medicine; Gold standard (test); Gastroenterology; Serology; Immunology; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006034925,0.0004037907,0.0002352818,0.000569667,0.0001717107,0.0004058335,0.0002729074,0.0007575452,0.004686135],"category_scores_gemma":[0.00248196,0.0001213537,0.0001448064,0.0002695856,0.0003294167,0.0003396933,0.0001747698,0.0005563338,0.001961211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942637,"about_ca_system_score_gemma":0.0001185616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004747712,"about_ca_topic_score_gemma":0.000393743,"domain_scores_codex":[0.9996613,0.0001161555,0.00003089938,0.00007585109,0.00007845824,0.0000374159],"domain_scores_gemma":[0.9990323,0.0004359523,0.000135167,0.00005652693,0.0001990646,0.0001411337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001236701,0.0003328976,0.948163,0.00009010699,0.00004095794,0.002863351,0.0001318338,0.0001456488,0.01096156,0.00005890686,0.004030272,0.03194475],"study_design_scores_gemma":[0.0002876213,0.005349774,0.9402817,0.00008229895,0.0001051199,0.02448863,0.0003178442,0.006181157,0.01606658,0.0002999383,0.006504776,0.00003442102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913322,0.001050735,0.001019049,0.0009203903,0.0002259477,0.00006359202,0.000345562,0.0001219117,0.004920588],"genre_scores_gemma":[0.9972121,0.0001487286,0.001243667,0.0002932459,0.0001732157,0.00002477843,0.0002052187,0.000008761855,0.0006903195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004686135,"threshold_uncertainty_score":0.01567674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846424220278291,"score_gpt":0.294130926336287,"score_spread":0.2656666841335041,"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."}}