{"id":"W3170497997","doi":"10.1093/ndt/gfab141.003","title":"FC 100ASSOCIATION OF SINGLE AND SERIAL MEASURES OF SERUM PHOSPHORUS WITH ADVERSE OUTCOMES IN PATIENTS ON PERITONEAL DIALYSIS: RESULTS FROM THE INTERNATIONAL PDOPPS","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mace; Hemodialysis; Hyperphosphatemia; Proportional hazards model; Confounding; Peritoneal dialysis; Internal medicine; Dialysis; Myocardial infarction; Phosphorus; Angina; Adverse effect; Surgery; Gastroenterology; Kidney disease; Percutaneous coronary intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003639001,0.0005745657,0.0005757065,0.00194227,0.0003831542,0.001050359,0.0005610125,0.0004850728,0.001041695],"category_scores_gemma":[0.00760467,0.0002405467,0.001235683,0.002525617,0.0004089411,0.0006635753,0.001592304,0.000650552,0.0002578026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005915865,"about_ca_system_score_gemma":0.0007663771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009505169,"about_ca_topic_score_gemma":0.005963835,"domain_scores_codex":[0.9985982,0.0004441929,0.0001864766,0.0002953882,0.0003653939,0.0001104711],"domain_scores_gemma":[0.9928287,0.001568333,0.002887927,0.0006119641,0.001350468,0.0007526146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005116826,0.00004258149,0.9952676,0.00003030679,0.0002947525,0.00001918016,0.00006306306,0.0001089637,0.00007998823,0.00001990245,0.0003532548,0.003208774],"study_design_scores_gemma":[0.00005904563,0.0001622615,0.9985152,0.00001406471,0.0001351984,0.00008814352,0.0001045866,0.0002014265,0.00009091669,0.00003090961,0.0005917721,0.000006324057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909617,0.0006153328,0.0003388305,0.0001583605,0.00001661302,0.00007145596,0.005437188,0.00002182651,0.002378578],"genre_scores_gemma":[0.9947936,0.0001906174,0.0004274081,0.00007114412,0.00002935023,0.0000943403,0.004087106,0.000008266683,0.0002980823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009505169,"threshold_uncertainty_score":0.01924509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013492300505398,"score_gpt":0.2339956881567642,"score_spread":0.2205033876513663,"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."}}