{"id":"W4388271789","doi":"10.1016/j.jcjd.2023.10.180","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 Diabetes","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; Insulin delivery; Diabetes mellitus; Type 1 diabetes; Subcutaneous injection; Intensive care medicine; Endocrinology; Internal medicine; Anesthesia","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":[0.003764712,0.001054729,0.008139174,0.003366568,0.0003841587,0.001824978,0.001418328,0.001496493,0.004185285],"category_scores_gemma":[0.02000194,0.0006727361,0.008506673,0.004565386,0.0005609005,0.001172851,0.0009225171,0.001476764,0.0002264389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003082599,"about_ca_system_score_gemma":0.006438792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435408,"about_ca_topic_score_gemma":0.03274309,"domain_scores_codex":[0.9967602,0.000941956,0.001368123,0.0003194505,0.0004931396,0.0001172132],"domain_scores_gemma":[0.9892102,0.008181104,0.001797211,0.0000898668,0.0005531897,0.0001683239],"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":[0.001389687,0.00002662117,0.001027651,0.9157775,0.03303667,0.00009326414,0.00008877711,0.0001197339,0.000147568,0.0001770717,0.001670546,0.04644494],"study_design_scores_gemma":[0.002335306,0.0006768397,0.008641043,0.5982945,0.3691908,0.0004514141,0.0002274284,0.0001101573,0.0001885338,0.0003722894,0.01943978,0.00007190756],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007962105,0.9985552,0.00004770989,0.0001058148,0.0001018604,0.00006770364,0.0001903032,0.000003213648,0.0001319066],"genre_scores_gemma":[0.01180993,0.9870946,0.0002842947,0.0004014644,0.00007677286,0.0001144187,0.0001454836,0.000002433063,0.00007074644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01435408,"threshold_uncertainty_score":0.02854109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132249291263411,"score_gpt":0.2592862303004145,"score_spread":0.2379637373877804,"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."}}