{"id":"W2805873555","doi":"10.1016/j.atherosclerosissup.2018.04.448","title":"Arterial Stiffness: Can It Identify Pre-symptomatic CVD in Persons with Hypercholesterolemia, Hypertension or Diabetes?","year":2018,"lang":"en","type":"article","venue":"Atherosclerosis Supplements","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada","funders":"","keywords":"Arterial stiffness; Medicine; Diabetes mellitus; Cardiology; Internal medicine; Blood pressure; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003195486,0.0003037183,0.000550715,0.0001862307,0.0001741454,0.00007278605,0.0001423644,0.000123651,0.0009325837],"category_scores_gemma":[0.00007275089,0.000231961,0.0001866377,0.0003482625,0.0001220617,0.000190944,0.00008273915,0.0001659306,0.00009734821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146634,"about_ca_system_score_gemma":0.0002138186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004939972,"about_ca_topic_score_gemma":0.001671721,"domain_scores_codex":[0.9974231,0.0001453089,0.0005103232,0.0005668646,0.0006580477,0.0006963961],"domain_scores_gemma":[0.9986629,0.00004082022,0.000122314,0.0006518393,0.0001282462,0.0003939136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00554666,0.002560548,0.7082888,0.001412703,0.0008828325,0.00008345926,0.004778041,0.000006181313,0.2498955,0.000005688016,0.01189074,0.0146488],"study_design_scores_gemma":[0.01360538,0.0004678664,0.9803743,0.001187954,0.0004426768,0.00002784715,0.0005091115,0.0002249325,0.00169558,0.00001187632,0.001170836,0.0002816566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970918,0.00004167853,0.00007949003,0.0008999782,0.0002973331,0.001328975,0.0001214631,0.00007310849,0.00006620607],"genre_scores_gemma":[0.9962552,0.00004012349,0.0004606119,0.002054907,0.0003255843,0.0003067868,0.000275412,0.00006505848,0.0002163068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2720855,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315243046767203,"score_gpt":0.3027522845379524,"score_spread":0.2695998540702804,"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."}}