{"id":"W4293325637","doi":"10.1093/ndt/gfac249","title":"Association of single and serial measures of serum phosphorus with adverse outcomes in patients on peritoneal dialysis: results from the international PDOPPS","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Medicinska fakulteten, Umeå Universitet; National Health and Medical Research Council; Fresenius Medical Care North America; Baxter Healthcare Corporation; Kidney Foundation of Thailand; Akebia Therapeutics; National Research Council of Thailand; Chulalongkorn University; Kidney Research UK; AstraZeneca; Bayer; Amgen","keywords":"Medicine; Phosphorus; Hazard ratio; Internal medicine; Hemodialysis; Peritoneal dialysis; Hyperphosphatemia; Proportional hazards model; Dialysis; Prospective cohort study; Confounding; Adverse effect; Gastroenterology; Confidence interval; Kidney disease; Chemistry","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":[0.002654672,0.0004263428,0.0004158982,0.001182805,0.0002723584,0.0006821381,0.0004602927,0.0003941651,0.0007265491],"category_scores_gemma":[0.005348591,0.0002261179,0.0008095453,0.001818007,0.0003324965,0.0004948374,0.001262908,0.0006354756,0.0001712458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903922,"about_ca_system_score_gemma":0.0005312025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006801711,"about_ca_topic_score_gemma":0.004396306,"domain_scores_codex":[0.9991971,0.0002579482,0.0001017644,0.0001883683,0.0001899308,0.00006487336],"domain_scores_gemma":[0.9957656,0.0008683216,0.001963054,0.000455117,0.0005496617,0.0003981985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001414843,0.000008159854,0.9988091,0.000008646019,0.00009420671,0.000009667552,0.00002186949,0.00004034756,0.00002815921,0.000007674243,0.00009214921,0.0007385479],"study_design_scores_gemma":[0.00002050805,0.00004837524,0.9994243,0.000006166649,0.00006246833,0.00007877623,0.00004927491,0.00008841429,0.00002848483,0.00001476624,0.0001757202,0.000002635141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958015,0.000447264,0.000208316,0.0001093036,0.000007818545,0.00001601302,0.002727526,0.000008261558,0.0006740539],"genre_scores_gemma":[0.9971012,0.0001675894,0.0001719197,0.00003719717,0.00001358935,0.00001958004,0.002400547,0.000003682618,0.00008468616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006801711,"threshold_uncertainty_score":0.0140394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138736307705248,"score_gpt":0.2257702594022408,"score_spread":0.2143828963251883,"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."}}