{"id":"W2804076230","doi":"10.1093/ndt/gfy104.fp313","title":"FP313DETERMINANTS OF CHANGE IN ARTERIAL STIFFNESS OVER 5 YEARS IN EARLY CKD","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Arterial stiffness; Cardiology; Internal medicine; 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":[0.001182082,0.0002541739,0.0002912848,0.0006528672,0.0001879346,0.0003943267,0.0002916886,0.0004995636,0.001370291],"category_scores_gemma":[0.003418164,0.0001385319,0.0003258264,0.0007337679,0.0001717804,0.0003346143,0.0002799338,0.0004329066,0.0002405218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993364,"about_ca_system_score_gemma":0.0002270572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253982,"about_ca_topic_score_gemma":0.001818198,"domain_scores_codex":[0.9996669,0.00009642522,0.00003337541,0.00005936599,0.000098087,0.00004583429],"domain_scores_gemma":[0.9980687,0.0005552355,0.0008823869,0.00007180897,0.0001889689,0.0002329244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004157559,0.00003450079,0.9965016,0.00001940749,0.00004110443,0.00005130097,0.0000457664,0.00007244552,0.0002625957,0.000008966134,0.00006122416,0.002485501],"study_design_scores_gemma":[0.000003179129,0.0001037712,0.9995729,0.000002162291,0.00001191146,0.00007772291,0.00001539446,0.0001113934,0.00004383788,0.00001087498,0.00004514571,0.000001633286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983618,0.0005269632,0.0001414376,0.00003045307,0.000004993188,0.000007086208,0.0006072212,0.000008019831,0.0003119218],"genre_scores_gemma":[0.9991653,0.00009032043,0.0001818186,0.000007076049,0.000007271233,0.00001068918,0.0003545621,0.000001183167,0.0001818242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002253982,"threshold_uncertainty_score":0.006251514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904547402384702,"score_gpt":0.2757403208524364,"score_spread":0.2566948468285893,"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."}}