{"id":"W4389447908","doi":"10.1212/wnl.94.15_supplement.1678","title":"Validation of a Live Cell-Based Assay For Antibodies to Clustered Acetlycholine Receptor Antibodies in Myasthenia Gravis (1678)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Myasthenia gravis; Antibody; Immunology; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002097046,0.001022149,0.0005056537,0.000848601,0.0003962143,0.0007194405,0.0009921986,0.001506078,0.00231532],"category_scores_gemma":[0.002900542,0.0003759069,0.0005506082,0.0003490725,0.0005693433,0.0003607974,0.0006949761,0.0009920652,0.002218313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698547,"about_ca_system_score_gemma":0.0003408364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001752217,"about_ca_topic_score_gemma":0.001625207,"domain_scores_codex":[0.9972687,0.0009771476,0.0002058458,0.0003953685,0.0009052078,0.0002478047],"domain_scores_gemma":[0.9978088,0.0007822801,0.0001138631,0.0003500141,0.0008128451,0.0001322383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001991414,0.0003219874,0.003572634,0.0000813227,0.00002301914,0.0001839556,0.0001450016,0.0002219385,0.990594,0.0001879383,0.0001956315,0.004273358],"study_design_scores_gemma":[0.0001766494,0.004330081,0.02093899,0.00006727049,0.0001222334,0.002377328,0.0001867999,0.00936473,0.9573365,0.0003023019,0.0047659,0.00003115798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990696,0.001599794,0.0819055,0.0005767529,0.000373866,0.001748272,0.001585265,0.0006714619,0.01246942],"genre_scores_gemma":[0.9272063,0.0006079303,0.06145675,0.0006977476,0.0001138661,0.001245061,0.002477803,0.00008904227,0.006105396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00231532,"threshold_uncertainty_score":0.01109034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280998914604127,"score_gpt":0.2902203979928147,"score_spread":0.262120506532402,"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."}}