{"id":"W4409328801","doi":"10.1053/j.ajkd.2025.02.605","title":"Associations Between Serum Sodium, Peritoneal Dialysis–Associated Peritonitis, and Mortality in the Peritoneal Dialysis Outcomes and Practice Patterns Study (PDOPPS)","year":2025,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Royal College of Physicians of Thailand; Faculty of Medicine, Chulalongkorn University; National Health and Medical Research Council; Thailand Science Research and Innovation; U.S. Department of Health and Human Services; Agency for Healthcare Research and Quality; Chulalongkorn University","keywords":"Medicine; Peritoneal dialysis; Peritonitis; Dialysis; Intensive care medicine; Internal medicine","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":[0.0008637341,0.0002497528,0.001063088,0.0003138435,0.0002624036,0.0001460607,0.0001896072,0.00004967557,0.00001458699],"category_scores_gemma":[0.005522201,0.0001825848,0.0002636045,0.0006974782,0.0002823663,0.0003000739,0.00006503501,0.0004451885,5.475385e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273842,"about_ca_system_score_gemma":0.0006840053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938558,"about_ca_topic_score_gemma":0.000312971,"domain_scores_codex":[0.9970536,0.0009377705,0.0007344106,0.0002716059,0.0006616637,0.0003409878],"domain_scores_gemma":[0.9970154,0.001377146,0.0006200516,0.0002302062,0.0002799326,0.0004772382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001917989,0.001341333,0.9874611,0.00001729119,0.002115935,0.0001177625,0.002501092,8.632558e-7,0.00004630813,0.00001395187,0.0003494998,0.005843047],"study_design_scores_gemma":[0.00210785,0.000927588,0.9723285,0.00005976012,0.00532263,0.00001868152,0.01885327,0.00001186716,0.000004504456,0.00006941239,0.0001383373,0.0001576411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767498,0.0006217774,0.00001278708,0.02148271,0.00003945056,0.0003451424,0.0004418808,0.00001511357,0.000291316],"genre_scores_gemma":[0.994562,0.0006629978,0.00003027737,0.004471015,0.0001304728,0.00001916559,0.00007127513,0.00001701562,0.00003572588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01781224,"threshold_uncertainty_score":0.7445594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400692969866147,"score_gpt":0.3315278077542801,"score_spread":0.3175208780556186,"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."}}