{"id":"W4399682276","doi":"10.1001/jama.2024.10510","title":"Dapagliflozin for Critically Ill Patients With Acute Organ Dysfunction","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Dapagliflozin; Critically ill; Intensive care medicine; Organ dysfunction; Diabetes mellitus; Heart failure; Kidney disease; Type 2 diabetes; Acute kidney injury; Critical illness; Internal medicine; Endocrinology; Sepsis","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":[0.00004198821,0.00008792122,0.0001081799,0.0000635217,0.00002912754,0.00005724026,0.00002553134,0.00003473871,0.0001226852],"category_scores_gemma":[0.00006839157,0.00005819034,0.00004193982,0.0001010533,0.00001775461,0.0001118302,0.00001564136,0.00004636026,0.0001235238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005614956,"about_ca_system_score_gemma":0.00002183558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002395106,"about_ca_topic_score_gemma":0.000001755228,"domain_scores_codex":[0.9994348,0.000004255953,0.00008322811,0.0001797703,0.0001401084,0.0001578621],"domain_scores_gemma":[0.9994719,0.00002882189,0.000008401976,0.0001260129,0.0003008572,0.0000640062],"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":[0.001299335,0.001009915,0.02363744,0.0008775853,0.002630017,0.0002029534,0.0003015866,0.000001190311,0.0005422778,0.01451816,0.3716473,0.5833322],"study_design_scores_gemma":[0.01255404,0.005146386,0.1296766,0.0005161481,0.00334465,0.000005043264,0.0001109553,0.0008699986,0.001976531,0.000903489,0.8445831,0.0003130807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367856,0.000166433,0.006951941,0.02464369,0.001005362,0.001988127,0.00007443029,0.0004761899,0.02790819],"genre_scores_gemma":[0.967456,0.00001454952,0.004480933,0.006836814,0.0003469241,0.0001661887,0.0004649565,0.0000496944,0.02018392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5830192,"threshold_uncertainty_score":0.2372933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00710971516266763,"score_gpt":0.2396565531137773,"score_spread":0.2325468379511097,"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."}}