{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006185625,0.0002010517,0.0005351678,0.0001379279,0.0001597912,0.0002597301,0.0001901064,0.0003022052,0.001329397],"category_scores_gemma":[0.001351416,0.0000877331,0.0003918335,0.000162624,0.0001690214,0.0001868629,0.0001617641,0.000446415,0.0001167614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423481,"about_ca_system_score_gemma":0.0006120839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006443205,"about_ca_topic_score_gemma":0.001547289,"domain_scores_codex":[0.9997458,0.0001155857,0.00003427399,0.00004061207,0.00003331308,0.00003034692],"domain_scores_gemma":[0.9995534,0.0001412531,0.0001512481,0.00001339628,0.00003040843,0.0001103679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2256787,0.01096907,0.3213355,0.003884726,0.001748997,0.0005210918,0.0002375102,0.001642523,0.01825781,0.0005113815,0.01023467,0.4049779],"study_design_scores_gemma":[0.1853174,0.09150995,0.6937177,0.0009498182,0.002865119,0.0008541466,0.0003119885,0.006736109,0.005394086,0.001020775,0.01127804,0.00004487965],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870722,0.009311729,0.0004910955,0.001453988,0.0001690156,0.0003268894,0.0003465168,0.00001519572,0.0008135528],"genre_scores_gemma":[0.9947851,0.002803382,0.00085434,0.000575982,0.000205725,0.0002546399,0.0002314959,0.000001125272,0.0002881846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001329397,"threshold_uncertainty_score":0.004447281,"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."}}