{"id":"W2289889277","doi":"10.1016/j.cjca.2016.01.039","title":"The Noninvasive Assessment of Vascular Aging","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arterial stiffness; Medicine; Pulse wave velocity; Cardiology; Stiffness; Repeatability; Cuff; Internal medicine; Biomedical engineering; Blood pressure; Surgery; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016234,0.0002031437,0.002365894,0.0003800904,0.0001153607,0.00001176481,0.0002219435,0.0002440397,0.00001754385],"category_scores_gemma":[0.0003935005,0.000111897,0.003555932,0.0001433784,0.000184736,0.00002953267,0.00001694254,0.000459137,0.000008167462],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005098585,"about_ca_system_score_gemma":0.0167972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001230803,"about_ca_topic_score_gemma":0.0001276159,"domain_scores_codex":[0.997627,0.0006613162,0.0009104411,0.0001519553,0.0002591274,0.000390204],"domain_scores_gemma":[0.997164,0.0002886751,0.0006980689,0.0004875729,0.0004590621,0.0009026897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005746355,0.000001044524,0.0001567855,0.004082422,0.00325356,0.0004805344,0.000006191324,0.000005715498,2.318707e-7,0.0002587359,0.002635658,0.9891134],"study_design_scores_gemma":[0.0005476567,0.00006772149,0.0008458175,0.009051018,0.003703865,0.002778161,0.00001554034,1.816499e-7,1.319541e-7,0.00006901728,0.98283,0.00009090928],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001061544,0.9925678,0.002159636,0.0001625729,0.001081495,0.0004181941,0.00003727656,0.000002070881,0.003560383],"genre_scores_gemma":[0.000900426,0.9970416,0.00006930068,0.00003689479,0.001828016,0.00001339235,0.00001485198,0.00002773045,0.00006775872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890225,"threshold_uncertainty_score":0.9887766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921390263569976,"score_gpt":0.3486020858964918,"score_spread":0.319388183260792,"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."}}