{"id":"W2078819213","doi":"10.1007/s11255-013-0597-6","title":"Advanced glycation end products, aortic stiffness, and wave reflection in peritoneal dialysis as compared to hemodialysis","year":2013,"lang":"en","type":"article","venue":"International Urology and Nephrology","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Arterial stiffness; Pulse wave velocity; Peritoneal dialysis; Internal medicine; Cardiology; Hemodialysis; Nephrology; Dialysis; Glycation; Diabetes mellitus; End stage renal disease; Blood pressure; Endocrinology","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":[0.0001597868,0.0001060471,0.0002801646,0.000308192,0.00005543775,0.00001318946,0.00003453642,0.0001168378,0.0002029877],"category_scores_gemma":[0.0002451711,0.0001061974,0.00005264425,0.0001653761,0.00008829393,0.0001193091,0.00004599924,0.0001333975,0.00004101175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005323134,"about_ca_system_score_gemma":0.00006364784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004996838,"about_ca_topic_score_gemma":0.0001913906,"domain_scores_codex":[0.9989408,0.0001110294,0.0002606876,0.0003728285,0.0001280875,0.0001866299],"domain_scores_gemma":[0.9994356,0.00006272913,0.00005963947,0.0001414635,0.0001604002,0.0001401854],"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":[0.0243962,0.0012964,0.1484962,0.0003091819,0.00191995,0.0002020173,0.002722908,0.0007653861,0.2493085,0.003745346,0.001538232,0.5652996],"study_design_scores_gemma":[0.002504542,0.00014003,0.9872424,0.000006587875,0.0001758596,0.0002780239,0.00004809738,0.002794364,0.0002022747,0.002301809,0.004206364,0.00009966907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798343,0.0005823049,0.0002524309,0.0181583,0.0002433114,0.0004904388,0.000003127236,0.00002452081,0.0004112666],"genre_scores_gemma":[0.9950395,0.0001980496,0.0003233036,0.003831682,0.0001894371,0.0002038547,0.0001078931,0.000007931154,0.00009835017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8387461,"threshold_uncertainty_score":0.4330603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230843597491877,"score_gpt":0.2876899806925813,"score_spread":0.2753815447176626,"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."}}