{"id":"W2892046396","doi":"10.1212/wnl.0000000000006346","title":"Vascular risk burden, brain health, and next steps","year":2018,"lang":"en","type":"letter","venue":"Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Framingham Heart Study; Cohort; Medicine; Cohort study; Framingham Risk Score; Risk factor; Stroke (engine); Gerontology; Offspring; Prospective cohort study; Demography; Neurology; Internal medicine; Disease; Psychiatry; Biology","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":[0.001388978,0.0007050998,0.000886935,0.0009388054,0.00254728,0.002559258,0.001143743,0.01470323,0.008414545],"category_scores_gemma":[0.00899401,0.0003658944,0.0003721424,0.0007163317,0.001286367,0.002469828,0.0008479725,0.01205146,0.004923713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877502,"about_ca_system_score_gemma":0.002223339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005216,"about_ca_topic_score_gemma":0.006347737,"domain_scores_codex":[0.9987983,0.0003115732,0.0001678216,0.000167796,0.000393053,0.0001615131],"domain_scores_gemma":[0.9971577,0.001335688,0.0002506507,0.0001034855,0.000557323,0.0005951571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004797718,0.00006383718,0.002860082,0.0001070145,0.00001327175,0.001477975,0.00008430052,0.00005004897,0.000114902,0.001838086,0.957283,0.0360594],"study_design_scores_gemma":[0.0001872476,0.0001451558,0.009779131,0.001101226,0.00005126012,0.008844214,0.0007248949,0.0007861031,0.0002085474,0.01465791,0.9634584,0.00005589224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001183884,0.0154185,0.0001478379,0.9082512,0.06892082,0.00001478257,0.00008936012,0.00005009385,0.005923442],"genre_scores_gemma":[0.01376442,0.02253522,0.0004462902,0.4950663,0.4591192,0.00005816984,0.0002205953,0.00003505206,0.008754608],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01470323,"threshold_uncertainty_score":0.02814943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299701016102232,"score_gpt":0.2467998614367614,"score_spread":0.2338028512757391,"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."}}