{"id":"W2082268739","doi":"10.3791/51478","title":"Assessment of Vascular Function in Patients With Chronic Kidney Disease","year":2014,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research","keywords":"Endothelial dysfunction; Medicine; Kidney disease; Brachial artery; Oxidative stress; Internal medicine; Cardiology; Pulse wave velocity; Arterial stiffness; Vascular disease; Population; Endothelium; Blood pressure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009953813,0.0002828888,0.0004670187,0.001150044,0.0004145609,0.0005742646,0.0002788273,0.0003927864,0.0006195324],"category_scores_gemma":[0.001466079,0.00008503115,0.0002560684,0.0009456367,0.0002058154,0.0003493032,0.0004506314,0.0005474519,0.0001841831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485254,"about_ca_system_score_gemma":0.0002724573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707091,"about_ca_topic_score_gemma":0.002623062,"domain_scores_codex":[0.9994079,0.0002140396,0.0001061448,0.00006031866,0.0001590459,0.00005258995],"domain_scores_gemma":[0.9995611,0.0001030907,0.0001112646,0.00001899903,0.00011853,0.00008696278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003497755,0.0001372075,0.9626196,0.000149827,0.00007008651,0.0003117861,0.0002312534,0.0001065259,0.001487394,0.0001483412,0.000838146,0.03354998],"study_design_scores_gemma":[0.00001230751,0.0004188718,0.9950143,0.00007489466,0.00005132641,0.001013331,0.0002786834,0.000317027,0.0004787043,0.0001606014,0.002166582,0.00001342631],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96409,0.01755457,0.002837873,0.001230438,0.0001196098,0.0002147145,0.001267851,0.00008400869,0.01260082],"genre_scores_gemma":[0.9911777,0.004410943,0.002506672,0.0003193113,0.0001137746,0.0001342184,0.0004343031,0.000004558664,0.0008984135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001707091,"threshold_uncertainty_score":0.005264163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151773543624594,"score_gpt":0.3805590102053977,"score_spread":0.3690412747691518,"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."}}