{"id":"W4386584390","doi":"10.1097/01.eem.0000795832.50340.e7","title":"Toxicology Rounds","year":2021,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Empagliflozin; Canagliflozin; Dapagliflozin; Glycosuria; Diabetic ketoacidosis; Diabetes mellitus; Sitagliptin; Type 2 Diabetes Mellitus; Insulin; Pharmacology; Endocrinology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001105356,0.0001602867,0.0003660433,0.00009558356,0.000050779,0.000001782591,0.00006467741,0.00006273466,0.03419115],"category_scores_gemma":[0.0001880274,0.0001217173,0.0001011423,0.0003809898,0.00004688065,0.00004817337,0.00005719572,0.0001059313,0.0003379889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005553409,"about_ca_system_score_gemma":0.00005945731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005676608,"about_ca_topic_score_gemma":0.0001196249,"domain_scores_codex":[0.9987309,0.00003616901,0.0003633383,0.0003118406,0.000256894,0.0003008794],"domain_scores_gemma":[0.9992082,0.00002081842,0.0000589971,0.0004135629,0.0001132397,0.0001852087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004148629,0.0004841972,0.06218638,0.0001189551,0.0003711522,0.0003164296,0.0003954415,0.000001092472,0.01010117,0.004944614,0.89499,0.02604908],"study_design_scores_gemma":[0.002247143,0.0007807152,0.0360899,0.00006308314,0.0004589924,0.00002420696,0.0006554169,0.00002411454,0.001306004,0.0007702544,0.9574457,0.0001344956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.223137,0.005388311,0.0002830231,0.03699852,0.004571639,0.0003616484,0.000001450274,0.0001565555,0.7291018],"genre_scores_gemma":[0.4561406,0.00499762,0.0008860125,0.00482207,0.002567539,0.00009679819,0.0002661936,0.00005389151,0.5301693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2330035,"threshold_uncertainty_score":0.9666917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192648982574024,"score_gpt":0.3330596368478859,"score_spread":0.2911331470221456,"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."}}