{"id":"W2007606411","doi":"10.1056/nejmra1207788","title":"Acid–Base Problems in Diabetic Ketoacidosis","year":2015,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Sodium bicarbonate; Acidosis; Ketoacidosis; Cerebral edema; Bicarbonate; Brain edema; Metabolic acidosis; Intensive care medicine; Diabetes mellitus; Anesthesia; Endocrinology; Type 1 diabetes","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004827227,0.0007742037,0.001548336,0.002839267,0.0002982756,0.0009451222,0.000646385,0.0008602533,0.002607251],"category_scores_gemma":[0.0007712142,0.0002446327,0.0006617063,0.00228346,0.0003782946,0.001076107,0.0007445244,0.001357658,0.0009285587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004503407,"about_ca_system_score_gemma":0.001058006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357822,"about_ca_topic_score_gemma":0.002629934,"domain_scores_codex":[0.9997898,0.00003562216,0.00005825462,0.00002741441,0.00007055663,0.00001838564],"domain_scores_gemma":[0.9996667,0.0001623343,0.00007277662,0.000007440635,0.00006755456,0.00002316548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008256583,0.00006915753,0.0003078569,0.04026827,0.0001888857,0.0004283392,0.00008376286,0.0001976223,0.0007212795,0.001799965,0.01804045,0.9378117],"study_design_scores_gemma":[0.00003976841,0.0001561591,0.002055017,0.018369,0.0005304488,0.00596498,0.0001907974,0.0001002586,0.0004453661,0.002631056,0.9694792,0.00003789488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006607008,0.9994018,0.00003432427,0.00009809757,0.0001037668,0.000001901854,0.000006325998,0.000002182646,0.0002855209],"genre_scores_gemma":[0.0003851423,0.9992114,0.00008099981,0.00008140336,0.00009961181,0.000002273768,0.00001085714,4.10715e-7,0.0001278609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002839267,"threshold_uncertainty_score":0.008722126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07635942253004635,"score_gpt":0.3441249813130018,"score_spread":0.2677655587829555,"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."}}