{"id":"W2915179467","doi":"10.1111/hdi.12716","title":"Successful management of severe hyponatremia in CKD‐VD: In a cost limited setting","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyponatremia; Medicine; Azotemia; Renal replacement therapy; Hemodialysis; Dialysis; Intensive care medicine; Vomiting; Internal medicine; Anesthesia; Renal function","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002201836,0.0001095973,0.0002567662,0.0004853051,0.000008329469,0.00001009744,0.0001588271,0.00006475407,0.0006099956],"category_scores_gemma":[0.00002484031,0.0001100079,0.0001071638,0.0004028266,0.00001796167,0.00009665772,0.00006117341,0.0001753462,0.00005994383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828941,"about_ca_system_score_gemma":0.00004249213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001228434,"about_ca_topic_score_gemma":0.0001730365,"domain_scores_codex":[0.9987638,0.00002584398,0.0003729999,0.0002416659,0.0004084524,0.0001872633],"domain_scores_gemma":[0.9995634,0.00006667653,0.00009675477,0.0001594897,0.00007801814,0.00003564837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006556732,0.0004148506,0.9336354,0.000124812,0.0003393423,0.00009231665,0.0002695943,0.001010828,0.006457978,0.002238265,0.0003875455,0.05437336],"study_design_scores_gemma":[0.004310172,0.00005292696,0.9840129,0.0002660496,0.00005933468,0.00001389242,0.0004241118,0.007778189,0.001006647,0.0004535539,0.001478352,0.0001438873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911303,0.00009581637,0.00002412697,0.001168022,0.00005200951,0.0002942635,0.000007292398,0.00001173777,0.1072164],"genre_scores_gemma":[0.9974806,0.0001491492,0.0004885084,0.0003869704,0.00003195266,0.0000270327,0.0001452291,0.00001258122,0.001278015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063502,"threshold_uncertainty_score":0.6679024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008303305662096477,"score_gpt":0.262658558251235,"score_spread":0.2543552525891385,"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."}}