{"id":"W4387337728","doi":"10.1016/j.cjca.2023.06.189","title":"A SYSTEMATIC REVIEW COMPARING THE OUTCOME BETWEEN USING SUBCUTANEOUS INSULIN AND CONTINUOUS INSULIN INFUSION IN MANAGING ADULTS WITH DIABETIC KETOACIDOSIS","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Insulin; Ketoacidosis; Diabetes mellitus; Insulin delivery; Type 1 diabetes; Intensive care medicine; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003603067,0.001073975,0.008440318,0.003327882,0.0003871654,0.001817028,0.001352269,0.001517546,0.004210607],"category_scores_gemma":[0.01903969,0.0006887981,0.009109112,0.004309386,0.000551038,0.001187938,0.0009451393,0.001515988,0.0002310855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718642,"about_ca_system_score_gemma":0.005645114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131799,"about_ca_topic_score_gemma":0.02708812,"domain_scores_codex":[0.9967963,0.0009062815,0.001387518,0.0003288281,0.0004654572,0.0001155758],"domain_scores_gemma":[0.9898089,0.007661926,0.001775591,0.00008740215,0.0005069647,0.0001591744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001537694,0.0000294131,0.001068938,0.9110951,0.03798637,0.0001005602,0.00008974592,0.0001201433,0.0001730073,0.0001640187,0.001535611,0.04609942],"study_design_scores_gemma":[0.002630484,0.0007553375,0.008414177,0.5566882,0.4117576,0.0004603928,0.0002225065,0.0001121848,0.000200692,0.0003531171,0.01833173,0.00007350666],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008682053,0.9984806,0.00005066557,0.0001050023,0.0001063346,0.00006822266,0.0001911637,0.000003251646,0.0001265674],"genre_scores_gemma":[0.01321151,0.9855899,0.0003084802,0.000447063,0.00008845273,0.0001261502,0.0001492396,0.000002551322,0.00007653274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01131799,"threshold_uncertainty_score":0.02250421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375853204885733,"score_gpt":0.2658348546675779,"score_spread":0.2420763226187206,"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."}}