{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006235926,0.0005992787,0.00126899,0.0004248879,0.00035596,0.00007865308,0.0001955336,0.000531743,0.0008020057],"category_scores_gemma":[0.002961522,0.0004800174,0.0003071502,0.001394685,0.0009253076,0.0002559519,0.0003095451,0.0009269576,0.00004264371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879531,"about_ca_system_score_gemma":0.0001145947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282909,"about_ca_topic_score_gemma":0.00230375,"domain_scores_codex":[0.9956555,0.0004576096,0.0009172645,0.001082986,0.0009122556,0.0009744242],"domain_scores_gemma":[0.997129,0.0009618765,0.0004938519,0.0006708601,0.0003990667,0.0003453919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006236,0.001029259,0.9752609,0.0001369316,0.0009417062,0.0000384562,0.001078786,0.0003572905,0.01401513,0.00000285458,0.001826755,0.004688315],"study_design_scores_gemma":[0.01710847,0.0003550203,0.9688693,0.002561117,0.0002086369,0.0000038331,0.0004617886,0.007981701,0.0016016,0.00002455407,0.0002832388,0.0005407899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934209,0.002611289,0.00001456545,0.002072081,0.0001290558,0.0009265269,0.0002978859,0.000141118,0.0003866068],"genre_scores_gemma":[0.9926686,0.003993289,0.0003012753,0.0001827259,0.00003389129,0.0001056376,0.0001711294,0.0001248506,0.002418557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648487,"threshold_uncertainty_score":0.9997652,"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."}}