{"id":"W3173562773","doi":"10.1016/j.msard.2021.103088","title":"Higher Framingham Risk Scores are associated with greater loss of brain volume over time in multiple sclerosis","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; St. Francis Xavier University; University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada; Multiple Sclerosis Society of Canada; Research Manitoba","keywords":"Medicine; Brain size; Framingham Risk Score; Framingham Heart Study; Percentile; Internal medicine; Multiple sclerosis; Cardiology; Disease; Magnetic resonance imaging","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001669634,0.0003595825,0.0003786511,0.001022928,0.0003249977,0.0005753175,0.0003293187,0.0005931405,0.002183805],"category_scores_gemma":[0.006136571,0.0002445693,0.0006036403,0.0008204827,0.0003497309,0.0003948759,0.0004109042,0.0009661097,0.0001626985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167936,"about_ca_system_score_gemma":0.000211167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004193147,"about_ca_topic_score_gemma":0.003019956,"domain_scores_codex":[0.999468,0.0001668286,0.00004078987,0.0001400127,0.0001043467,0.00008006211],"domain_scores_gemma":[0.9947259,0.001385244,0.002937861,0.0003116183,0.0002710751,0.0003682839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002455999,0.00003139727,0.9956712,0.00001228035,0.0001396036,0.00009740125,0.00009645754,0.0001144101,0.0002006177,0.00004606578,0.000107222,0.00323774],"study_design_scores_gemma":[0.000002274508,0.00004669845,0.9995055,0.000004188436,0.00002864111,0.00009880737,0.00002124823,0.0001354598,0.00002032112,0.0000764634,0.00005813889,0.000002282285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979258,0.0009563016,0.0002215923,0.0001401132,0.00001689414,0.000005026422,0.0001808641,0.00001131549,0.0005421381],"genre_scores_gemma":[0.9993337,0.0001953494,0.0001420874,0.0000233815,0.00003095058,0.000004188059,0.0001249425,0.000002780966,0.0001424364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004193147,"threshold_uncertainty_score":0.008829951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016077377118691,"score_gpt":0.2391446603354427,"score_spread":0.2089838865642558,"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."}}