{"id":"W2977423392","doi":"10.1093/ehjci/jez226","title":"Cardiovascular risk scoring and magnetic resonance imaging detected subclinical cerebrovascular disease","year":2019,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Brampton Civic Hospital; Population Health Research Institute; Western University; St. Paul's Hospital; St Joseph's Health Care; University of Calgary; Health Sciences Centre; Dalhousie University; University of Ottawa; Alberta Health Services; Simon Fraser University; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; BC Cancer Agency; Montreal Heart Institute; William Osler Health System; University of British Columbia; Ontario Institute for Cancer Research; St. Michael's Hospital; Sunnybrook Health Science Centre; Centre Hospitalier Universitaire Sainte-Justine; Hamilton Health Sciences; University of Toronto; McMaster University; Université de Montréal","funders":"Partenariat Canadien Contre Le Cancer; University of Toronto; Alberta Health; Canadian Institutes of Health Research; Alberta Cancer Foundation; Sunnybrook Research Institute; Heart and Stroke Foundation of Canada; BC Cancer Foundation; Fondation Institut de Cardiologie de Montréal; Ontario Institute for Cancer Research; Population Health Research Institute","keywords":"Subclinical infection; Magnetic resonance imaging; Medicine; Disease; Cardiology; Internal medicine; Nuclear magnetic resonance; Radiology; Physics","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":[0.001204573,0.0005015829,0.0003297611,0.0008230421,0.0001814871,0.0005688437,0.000316007,0.0003857187,0.001669202],"category_scores_gemma":[0.004199725,0.0001466316,0.0003528538,0.0009865669,0.0003710383,0.0003063137,0.0003823074,0.0005755235,0.000231785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474567,"about_ca_system_score_gemma":0.0002798916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145942,"about_ca_topic_score_gemma":0.002108462,"domain_scores_codex":[0.9992527,0.0002897893,0.0001169297,0.0001268738,0.0001678372,0.00004581199],"domain_scores_gemma":[0.9967015,0.0006503122,0.002063251,0.0001514771,0.0002207326,0.0002126422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009849863,0.00002393421,0.9964546,0.00003230531,0.0001126676,0.00003386155,0.00001567666,0.00005466549,0.0001870322,0.00003567418,0.00007634072,0.002874785],"study_design_scores_gemma":[0.000008078941,0.0001043754,0.9991536,0.00001088186,0.00004047658,0.0002251225,0.00001272868,0.0002130097,0.00007685817,0.00006926222,0.00008203385,0.000003474163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996418,0.001373206,0.0004926683,0.00009634127,0.00001897429,0.00002155581,0.0004507962,0.00001308816,0.001115335],"genre_scores_gemma":[0.9985733,0.000230632,0.0006131364,0.00002518833,0.00004318985,0.00001268454,0.0003396389,0.000002064656,0.0001600544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669202,"threshold_uncertainty_score":0.006370485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152362335834515,"score_gpt":0.2360151240838659,"score_spread":0.2244915007255207,"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."}}