{"id":"W2739992854","doi":"10.1136/bmjopen-2017-016587","title":"Incidence and prevalence of diabetic ketoacidosis (DKA) among adults with type 1 diabetes mellitus (T1D): a systematic literature review","year":2017,"lang":"en","type":"review","venue":"BMJ Open","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"Boehringer Ingelheim","keywords":"Medicine; Diabetic ketoacidosis; Type 1 diabetes; Incidence (geometry); Epidemiology; Population; Diabetes mellitus; Pediatrics; Observational study; MEDLINE; Systematic review; Internal medicine; Endocrinology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001035399,0.0004989117,0.00235274,0.00005420274,0.00009846013,0.0002268565,0.001328433,0.0003692822,0.00001382068],"category_scores_gemma":[0.0009442265,0.0003392693,0.0002507186,0.0002171156,0.0001704322,0.00002622187,0.0007539706,0.0001964779,0.000008207024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001563498,"about_ca_system_score_gemma":0.0002581131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057385,"about_ca_topic_score_gemma":0.00001931784,"domain_scores_codex":[0.997508,0.0004214882,0.0007679521,0.0006871822,0.0002652754,0.0003500781],"domain_scores_gemma":[0.9965124,0.00007241943,0.001654763,0.001370709,0.0002647415,0.0001250134],"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":[0.00001142711,0.00003804182,0.0009715439,0.9529088,0.0004208062,0.000005595963,0.0000247989,7.503109e-8,0.000003124255,0.000002907072,0.0006479982,0.04496486],"study_design_scores_gemma":[0.0002611766,0.0003501441,0.0001452923,0.9679135,0.001920451,0.000008491415,0.000009019875,0.000002288336,0.00001995391,0.000004036702,0.02884737,0.0005182463],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000609501,0.9869773,4.675283e-7,0.00001379615,0.00006753422,0.01173526,0.000134254,0.000006382394,0.000455522],"genre_scores_gemma":[0.0005201555,0.9958218,0.00009362574,0.00007862983,0.00004277256,0.002181848,0.0002686193,0.00005699308,0.0009355185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04444662,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710816728572576,"score_gpt":0.3430118725212399,"score_spread":0.3159037052355141,"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."}}