{"id":"W4399687336","doi":"10.2337/db24-930-p","title":"930-P: Dapagliflozin Improves Glucose Metrics and Decreases Insulin Requirements in Adults with Type 1 Diabetes but Adds Ketosis Risk","year":2024,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dapagliflozin; Ketosis; Glycemic; Type 1 diabetes; Insulin; Diabetes mellitus; Adverse effect; Basal insulin; Type 2 diabetes; Internal medicine; Crossover study; Diabetic ketoacidosis; Endocrinology; Placebo","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000505064,0.0002389193,0.0004031078,0.0001450187,0.0001372649,0.0002555182,0.000216472,0.0002691161,0.01068422],"category_scores_gemma":[0.000600018,0.00007689697,0.0002157323,0.0001635211,0.0001620005,0.0002222828,0.0002001556,0.0004283007,0.0009214731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544664,"about_ca_system_score_gemma":0.0002508273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004402093,"about_ca_topic_score_gemma":0.0005666869,"domain_scores_codex":[0.9998958,0.00003088842,0.00001206172,0.00002451696,0.00002407899,0.00001263447],"domain_scores_gemma":[0.9997963,0.00005587618,0.00004626307,0.00001128941,0.00002292325,0.00006739485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2661445,0.01057359,0.06795731,0.001615258,0.0005300078,0.0002641905,0.0001374452,0.0003758573,0.03393593,0.0001931495,0.01276508,0.6055077],"study_design_scores_gemma":[0.08197999,0.1909426,0.6836693,0.0004437726,0.001498832,0.001973675,0.0001693568,0.003812197,0.01849226,0.0003999078,0.01656748,0.00005055335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927785,0.001954126,0.0006721842,0.0004342418,0.0001190627,0.0002423262,0.0007819402,0.0001101539,0.002907478],"genre_scores_gemma":[0.992085,0.001136288,0.002699659,0.0005786832,0.000168592,0.0003349594,0.00094923,0.000012924,0.00203456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068422,"threshold_uncertainty_score":0.03574228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078393548322163,"score_gpt":0.2384233436393054,"score_spread":0.2276394081560838,"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."}}