{"id":"W4389446704","doi":"10.1212/wnl.88.16_supplement.p2.120","title":"Beyond the Antibodies: Sera Metabolomic Biomarker Signatures Discriminate Myasthenic and Healthy Cohorts (P2.120)","year":2017,"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 Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Biomarker; Antibody; Medicine; Metabolomics; Immunology; Biology; Bioinformatics; Genetics","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":[0.0002991893,0.0003337045,0.0002744021,0.0004251672,0.0001941765,0.0005222166,0.0001692451,0.0004379218,0.001142509],"category_scores_gemma":[0.0005036591,0.00009209826,0.000194138,0.0004046664,0.0001449667,0.0002225581,0.0002651052,0.0003406046,0.0003464276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892486,"about_ca_system_score_gemma":0.0001938605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008566129,"about_ca_topic_score_gemma":0.001054752,"domain_scores_codex":[0.999849,0.00002876798,0.00001343435,0.00004385153,0.00003648514,0.00002841346],"domain_scores_gemma":[0.9998385,0.0000219959,0.00005027737,0.00001952337,0.00002742283,0.00004224777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005700332,0.0006075595,0.487229,0.0001451457,0.0003404219,0.0009076235,0.0002037757,0.0004142018,0.4499689,0.0004189404,0.001849029,0.05221508],"study_design_scores_gemma":[0.0001882733,0.003037095,0.9254671,0.00002299981,0.0002129539,0.002433457,0.0001496721,0.001708503,0.06108046,0.0007143547,0.004965556,0.00001944337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962579,0.000656763,0.001134744,0.0002090361,0.00003073254,0.00004243024,0.0008381626,0.00003561622,0.000794587],"genre_scores_gemma":[0.9970505,0.0001594948,0.0009446997,0.0002407609,0.00002173545,0.00004626238,0.0007167844,0.00001060767,0.0008090249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001142509,"threshold_uncertainty_score":0.003822029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965467841902664,"score_gpt":0.2979325375118734,"score_spread":0.2782778590928467,"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."}}