{"id":"W2068609947","doi":"10.5414/cn107398","title":"Vascular stiffness in incident peritoneal dialysis patients over time","year":2012,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Pulse wave velocity; Internal medicine; Arterial stiffness; Peritoneal dialysis; Cardiology; Prospective cohort study; Kidney disease; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132989,0.0001290887,0.000635127,0.0001136859,0.000035979,0.000004884723,0.00006782229,0.000286688,0.0005738813],"category_scores_gemma":[0.0007470666,0.0001167257,0.000661841,0.0001807798,0.0001107095,0.00009347864,0.00009216816,0.0003010269,0.0005599342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007339534,"about_ca_system_score_gemma":0.00009724742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007256572,"about_ca_topic_score_gemma":0.00001312735,"domain_scores_codex":[0.9978096,0.000473582,0.0006792821,0.0002929478,0.0002789637,0.0004655754],"domain_scores_gemma":[0.998686,0.0001987849,0.00009163139,0.0004229452,0.0000532827,0.0005473631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007600804,0.001408283,0.9660262,0.00003957884,0.0001737017,0.0000171928,0.00004896944,0.000001958849,0.00003789703,0.00001476262,0.001157006,0.0303143],"study_design_scores_gemma":[0.005487202,0.00008353496,0.9739323,0.00001361065,0.0003732035,0.000005440341,0.000004228101,0.00009029803,0.00000138034,0.00007017958,0.0198392,0.00009945288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974527,0.0009929037,0.00004105088,0.0002704543,0.0005088345,0.0004330683,0.00000405142,0.00003391994,0.0002630175],"genre_scores_gemma":[0.9941857,0.0001438505,0.00009564013,0.004420281,0.0008998535,0.00004257056,0.0001339587,0.0000173974,0.00006070282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03021485,"threshold_uncertainty_score":0.7197009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052508186209297,"score_gpt":0.3453653844103582,"score_spread":0.3248403025482652,"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."}}