{"id":"W2496533344","doi":"10.1097/hjh.0000000000001057","title":"Socioeconomic status, education, and aortic stiffness progression over 5 years","year":2016,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Economic and Social Research Council; National Institute for Health and Care Research; Canadian Institutes of Health Research; Health and Safety Executive; British Heart Foundation; Medical Research Council","keywords":"Medicine; Arterial stiffness; Socioeconomic status; Pulse wave velocity; Cohort; Internal medicine; Cardiology; Confidence interval; Demography; Blood pressure; Cohort study; Population; Environmental health","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":[0.000201338,0.00005710455,0.0002071349,0.00009715101,0.00003073016,0.000008445701,0.00001844064,0.00004458684,0.00006716209],"category_scores_gemma":[0.0001017433,0.00003399481,0.0001297235,0.0000265476,0.00002777086,0.0001344651,0.00001465503,0.00005048373,0.00001327598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000764167,"about_ca_system_score_gemma":0.0004250595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006642043,"about_ca_topic_score_gemma":4.527852e-7,"domain_scores_codex":[0.9993334,0.00003512914,0.0002519701,0.00008631463,0.0001745321,0.0001186072],"domain_scores_gemma":[0.9992688,0.00002627014,0.0001538335,0.0001067049,0.0001726276,0.0002717576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006581179,0.0002720558,0.05531063,0.0001058158,0.00008109374,0.00005100004,0.00005056033,2.115595e-7,0.03056909,0.00001684611,0.006482746,0.9064018],"study_design_scores_gemma":[0.002704931,0.00008482167,0.9883586,0.0004980634,0.0002029564,0.000722582,0.00005711494,0.00001166374,0.0001266923,0.0002542462,0.006927739,0.00005062515],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922049,0.006065138,0.00005993827,0.001158164,0.0003600628,0.0001169092,9.81959e-7,0.000006260426,0.0000276656],"genre_scores_gemma":[0.9974144,0.001436006,0.0003425009,0.0004375799,0.0002761334,0.000001674064,0.000001739227,0.000009489672,0.0000804812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.933048,"threshold_uncertainty_score":0.1386268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367985564266099,"score_gpt":0.2953377059388694,"score_spread":0.2816578502962084,"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."}}