{"id":"W2138220644","doi":"10.3747/pdi.2012.00095","title":"Hyponatremia in Peritoneal Dialysis: Epidemiology in a Single Center and Correlation with Clinical and Biochemical Parameters","year":2013,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Hyponatremia; Epidemiology; Dialysis; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004179291,0.0001990655,0.0005895014,0.0003577722,0.00003029281,0.00003324149,0.00009164467,0.0002073977,0.0001058916],"category_scores_gemma":[0.0005509278,0.0001674363,0.0001124519,0.0002168667,0.0003620364,0.0001880626,0.00006413137,0.000415892,0.00001333133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009489362,"about_ca_system_score_gemma":0.00004550704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008554619,"about_ca_topic_score_gemma":0.0004649911,"domain_scores_codex":[0.998061,0.0001675274,0.000708358,0.0005222307,0.000227883,0.0003130226],"domain_scores_gemma":[0.9989988,0.0004826285,0.0001226827,0.0001386964,0.00009087416,0.0001662815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006017141,0.0004437251,0.9762907,0.00001263186,0.0001675008,0.00001995764,0.0002743694,0.00002902934,0.004276916,0.0001485212,0.0002008693,0.01753407],"study_design_scores_gemma":[0.003011446,0.0002893876,0.97949,0.0000645844,0.00008280668,0.00008977463,0.0001602304,0.0157135,0.0001148672,0.0005635775,0.000233836,0.0001859989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920242,0.000475091,0.0001157794,0.005254231,0.00007393278,0.0002745042,0.000007180731,0.00001856331,0.001756524],"genre_scores_gemma":[0.9961485,0.0004228582,0.001945992,0.000992628,0.0001370927,0.00008766658,0.0001670301,0.00001820298,0.00008008701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01734807,"threshold_uncertainty_score":0.6827854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796269181602244,"score_gpt":0.3096391565158484,"score_spread":0.2816764646998259,"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."}}