{"id":"W3109804902","doi":"10.1161/hypertensionaha.120.16249","title":"Aortic Stiffness, Central Blood Pressure, and Pulsatile Arterial Load Predict Future Thoracic Aortic Aneurysm Expansion","year":2020,"lang":"en","type":"article","venue":"Hypertension","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heart Research Centre; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Pulsatile flow; Arterial stiffness; Medicine; Aneurysm; Cardiology; Thoracic aortic aneurysm; Pulse wave velocity; Internal medicine; Pulse pressure; Blood pressure; Aorta; Confounding; Hemodynamics; Aortic aneurysm; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00005260315,0.0002806964,0.0004402016,0.00003798406,0.000176587,0.00003745883,0.00007020133,0.000116223,0.0004556336],"category_scores_gemma":[0.00007543133,0.0002157931,0.0001049298,0.0001624402,0.00007543545,0.0001563307,0.0001013643,0.0002017995,0.00002095929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001553151,"about_ca_system_score_gemma":0.0001620376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002907016,"about_ca_topic_score_gemma":0.000001087481,"domain_scores_codex":[0.9981385,0.00006518244,0.0002998054,0.0005629247,0.0005343957,0.0003991856],"domain_scores_gemma":[0.9989814,0.00002815126,0.00009243025,0.0003166771,0.00006851988,0.0005128684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0246503,0.0122556,0.1977652,0.00458996,0.004952286,0.01327244,0.008505018,0.00008178197,0.4569256,0.0002252231,0.04645947,0.230317],"study_design_scores_gemma":[0.01319445,0.002340631,0.9144359,0.0002649739,0.0202968,0.001496199,0.001550273,0.02779652,0.007731715,0.0001263621,0.009821817,0.0009444135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926634,0.003996565,0.000009821344,0.001885515,0.0002788686,0.0006914195,0.00003565264,0.00018264,0.0002560532],"genre_scores_gemma":[0.9971792,0.0002653265,0.0001614472,0.001164283,0.0007967292,0.00004392483,0.0002005099,0.00004531859,0.0001432887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7166706,"threshold_uncertainty_score":0.8799789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407622139888964,"score_gpt":0.2403904162142652,"score_spread":0.2163141948153756,"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."}}