{"id":"W2506147579","doi":"10.1016/j.amjcard.2016.07.014","title":"Incidence, Severity, and Association With Adverse Outcome of Hyponatremia in Children Hospitalized With Heart Failure","year":2016,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Hyponatremia; Medicine; Heart failure; Internal medicine; Incidence (geometry); Odds ratio; Heart transplantation; Transplantation; Cardiology","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":[0.0004344904,0.00008580284,0.00061829,0.0001006855,0.00001652502,0.000001598859,0.00007333051,0.00003107842,0.000002880716],"category_scores_gemma":[0.00007869262,0.00003739399,0.00007345319,0.0001715691,0.0002849976,0.0000626106,0.0000152492,0.0001866545,7.003697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006624669,"about_ca_system_score_gemma":0.00009469251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005765263,"about_ca_topic_score_gemma":0.00001480116,"domain_scores_codex":[0.9991645,0.0001444373,0.0002387595,0.00007918018,0.0002176716,0.0001554565],"domain_scores_gemma":[0.999149,0.0001300857,0.0004318245,0.0001019309,0.0001377955,0.00004931104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001398245,0.000008716854,0.993824,0.000002253052,0.0002417889,0.00001084247,0.00004286501,0.00001285554,0.002895958,0.00001231623,0.0002149067,0.001335265],"study_design_scores_gemma":[0.002114761,0.00258891,0.9932467,0.0000393356,0.0001660412,0.001330267,0.0001130341,5.219328e-7,0.000116486,0.00009788389,0.0001304116,0.00005565404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936628,0.0001111976,0.0000769934,0.005778129,0.000005789665,0.0001024008,0.000002377424,0.000003121549,0.0002571782],"genre_scores_gemma":[0.9991292,0.0001308732,0.0003015889,0.000347107,0.00005573516,0.000001556326,4.633607e-7,0.000008313971,0.00002521302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005466336,"threshold_uncertainty_score":0.1524883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003541107211897426,"score_gpt":0.2309434970518349,"score_spread":0.2274023898399375,"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."}}