{"id":"W3171002168","doi":"10.1101/2021.05.31.21258017","title":"IgG index and not serum 25-hydroxyvitamin D is associated with age at onset of multiple sclerosis","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes","keywords":"Medicine; Multiple sclerosis; Age of onset; Vitamin D and neurology; Internal medicine; Gastroenterology; Disease; vitamin D deficiency; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007514385,0.0001525362,0.0002640366,0.0005743185,0.0001658828,0.0005258051,0.0001536406,0.0002745222,0.005241243],"category_scores_gemma":[0.003209491,0.00009270359,0.0002196507,0.0004396851,0.0001300787,0.0001697853,0.0001498274,0.0002405321,0.0005151422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193729,"about_ca_system_score_gemma":0.0001586036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328807,"about_ca_topic_score_gemma":0.0007597266,"domain_scores_codex":[0.9997653,0.00009077737,0.00002591971,0.00004919273,0.00003531119,0.00003351161],"domain_scores_gemma":[0.997283,0.001151714,0.0008342736,0.0001560586,0.0002102732,0.0003647349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003966619,0.00002653868,0.9967589,0.00001404904,0.00005678623,0.00005052329,0.00004879287,0.00002174203,0.0007809034,0.00001667229,0.0001086714,0.001719672],"study_design_scores_gemma":[0.00001019535,0.0001327831,0.9988,0.000006458008,0.00003767862,0.0002667101,0.00005204864,0.0000629307,0.0002945693,0.00003415159,0.0003011343,0.000001349191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981982,0.0007338197,0.0001028718,0.00007143377,0.00001452106,0.000002537123,0.0002805815,0.000006380329,0.0005897785],"genre_scores_gemma":[0.9993782,0.00007469628,0.00005369289,0.00001791935,0.00001309453,0.000001329499,0.0001149732,0.000001588594,0.0003443963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005241243,"threshold_uncertainty_score":0.01753372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05578061087378526,"score_gpt":0.2841390507531407,"score_spread":0.2283584398793554,"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."}}