{"id":"W2073271946","doi":"10.1016/j.amjmed.2013.02.039","title":"Preoperative Hypernatremia Predicts Increased Perioperative Morbidity and Mortality","year":2013,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Alberta","keywords":"Medicine; Hypernatremia; Perioperative; Odds ratio; Confidence interval; Internal medicine; Retrospective cohort study; Pneumonia; Anesthesia; Intensive care medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000387832,0.0003998371,0.0004227645,0.0006122978,0.0003217557,0.0009143858,0.0002728577,0.0006739024,0.002208206],"category_scores_gemma":[0.004796929,0.0002786979,0.0005178396,0.0006504708,0.0004329112,0.0005713658,0.0004791851,0.001178817,0.0002896222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313041,"about_ca_system_score_gemma":0.00080619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009849145,"about_ca_topic_score_gemma":0.002026672,"domain_scores_codex":[0.9996845,0.00007466169,0.00005655034,0.00003270056,0.00007605371,0.00007556238],"domain_scores_gemma":[0.9957038,0.001299218,0.001494146,0.0002603573,0.0002764005,0.000966016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002684382,0.00003359107,0.9972991,0.00001105287,0.00007201987,0.000176862,0.0000160205,0.00005527835,0.0002838839,0.00001777907,0.0001066353,0.001659217],"study_design_scores_gemma":[0.00001288439,0.0001376982,0.9974695,0.00001862007,0.0001241095,0.0009631964,0.0001649228,0.0005774499,0.0002193827,0.0001297464,0.0001704105,0.00001205971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972363,0.0007228779,0.0002259353,0.0003509282,0.0001094921,0.000005643938,0.0001460552,0.00001202054,0.00119077],"genre_scores_gemma":[0.9988375,0.0004098472,0.000188208,0.0000651488,0.0001209309,0.000004130301,0.0002231973,0.000003962246,0.0001470591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208206,"threshold_uncertainty_score":0.007387161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553602264267489,"score_gpt":0.288155549642248,"score_spread":0.2726195269995731,"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."}}