{"id":"W3211327820","doi":"10.3389/fmed.2021.732413","title":"Glomerular Hyperfiltration Interacts With Abnormal Metabolism to Enhance Arterial Stiffness in Middle-Aged and Elderly People","year":2021,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China; National Natural Science Foundation of China","keywords":"Arterial stiffness; Pulse wave velocity; Medicine; Internal medicine; Metabolism; Cardiology; Renal function; Endocrinology; Logistic regression; Kidney disease; Blood pressure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007920438,0.0004427436,0.0005618077,0.0007775012,0.0005818193,0.000846686,0.0003275784,0.0006202922,0.001606532],"category_scores_gemma":[0.002192362,0.0003435765,0.0009321421,0.00113941,0.0003046484,0.0004491906,0.000425512,0.0006842125,0.0001794397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154295,"about_ca_system_score_gemma":0.0003570634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003694545,"about_ca_topic_score_gemma":0.003551296,"domain_scores_codex":[0.9995827,0.000136286,0.00004616527,0.00008256381,0.00008307783,0.00006926746],"domain_scores_gemma":[0.998737,0.0002100102,0.0006338225,0.000111408,0.0001048257,0.0002029666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531043,0.00004326194,0.9983216,0.000008752175,0.0001140225,0.0001129711,0.00004568805,0.00002309106,0.000245028,0.0000142941,0.00003976695,0.0008785195],"study_design_scores_gemma":[0.000003103843,0.00006166776,0.9993673,0.000003576022,0.00006587138,0.0002203016,0.00002905247,0.0001381901,0.00003430891,0.00002864611,0.00004518048,0.000002821982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986882,0.0005795321,0.0001285352,0.00007564483,0.00001089818,0.000005938758,0.0001255306,0.000008357072,0.0003773998],"genre_scores_gemma":[0.9995503,0.0001183941,0.0001272962,0.00002375895,0.00002300141,0.000003395766,0.00007688311,0.000001473029,0.00007547619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003694545,"threshold_uncertainty_score":0.007346034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008794669091485735,"score_gpt":0.2637017937655948,"score_spread":0.2549071246741091,"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."}}