{"id":"W4320921451","doi":"10.1016/j.msard.2023.104578","title":"Vascular function and cognition in persons with multiple sclerosis: Preliminary examination","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Multiple Sclerosis Society","keywords":"Medicine; Cognition; Arterial stiffness; Multiple sclerosis; Population; Internal medicine; Trail Making Test; Comorbidity; Cardiology; Physical therapy; Cognitive impairment; Blood pressure; Psychiatry","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":[0.001561007,0.0004818217,0.0004801491,0.001387796,0.001063146,0.0008140586,0.0003872374,0.0005162816,0.002100314],"category_scores_gemma":[0.003021143,0.0002810824,0.0008166859,0.001398124,0.0003907845,0.0009747053,0.0007442654,0.0006673053,0.000275707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003791573,"about_ca_system_score_gemma":0.0005982743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133442,"about_ca_topic_score_gemma":0.03369663,"domain_scores_codex":[0.9996148,0.0001433471,0.00004613608,0.0000517381,0.00007116968,0.00007280914],"domain_scores_gemma":[0.9986616,0.0003881232,0.0002971795,0.00009679746,0.0002904765,0.0002657655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006036269,0.0004736935,0.9947492,0.00002737235,0.0001425793,0.0001689784,0.0006585169,0.00002481795,0.0002802156,0.00003030155,0.00008038119,0.002760188],"study_design_scores_gemma":[0.00001475091,0.0004807962,0.9984687,0.000004162686,0.00005957211,0.00009513198,0.000673822,0.0000221517,0.00004530586,0.00002392639,0.0001088788,0.000002749206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984799,0.0002897063,0.00002456691,0.00003959764,0.0000037226,0.00001462317,0.0001430316,0.000001267056,0.001003619],"genre_scores_gemma":[0.9990894,0.0001733514,0.0000896823,0.00003380757,0.00001111997,0.00001356633,0.0002298412,7.164553e-7,0.0003586197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133442,"threshold_uncertainty_score":0.04242045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080956677154136,"score_gpt":0.2447492424225868,"score_spread":0.2039396756510454,"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."}}