{"id":"W1899006197","doi":"10.1007/s12630-010-9309-1","title":"Characterization of intensive care unit acquired hyponatremia and hypernatremia following cardiac surgery","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Alberta Kidney Disease Network; Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Hypernatremia; Hyponatremia; Medicine; Intensive care unit; Mechanical ventilation; Incidence (geometry); APACHE II; Cardiac surgery; Intensive care; Confidence interval; Intensive care medicine; Internal medicine; Anesthesia; Sodium","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007252968,0.0003161244,0.0009987751,0.00109495,0.0002896862,0.00009931018,0.0002465595,0.0002831412,0.00007638496],"category_scores_gemma":[0.0005491204,0.0002892817,0.0005726341,0.0004284714,0.000223381,0.0003973515,0.000007459235,0.000858943,0.000002479489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230142,"about_ca_system_score_gemma":0.005267547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826738,"about_ca_topic_score_gemma":0.00560655,"domain_scores_codex":[0.9977069,0.00009271792,0.0008454791,0.0002062369,0.0004782481,0.0006703726],"domain_scores_gemma":[0.9943746,0.0001210409,0.0006737346,0.0002192141,0.002650305,0.001961139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0006096065,0.00003209831,0.3467393,0.0002064725,0.0007154508,0.3665619,0.006363942,0.000004329401,0.233643,0.0001901014,0.001586052,0.04334779],"study_design_scores_gemma":[0.0007876719,0.0005927212,0.297343,0.0004056978,0.0005866051,0.6853097,0.003949233,0.000006066228,0.003812771,0.00007316893,0.006784318,0.0003491024],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993421,0.002221903,0.000001954502,0.003338791,0.0004198936,0.0001607661,0.0000108001,0.000006787324,0.0004180977],"genre_scores_gemma":[0.9984888,0.0003001781,0.00008492953,0.000306899,0.0005967923,0.000001510768,0.00003626373,0.00006186886,0.0001227401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3187478,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078719609988966,"score_gpt":0.2191304610613623,"score_spread":0.2083432649614727,"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."}}