{"id":"W4390144753","doi":"10.1111/acem.14853","title":"Hot off the press: Subcutaneous insulin for mild to moderate diabetic ketoacidosis","year":2023,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Grossman; Medicine; Library science; Gerontology; Family medicine; Computer science","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":[0.0008762931,0.0002255894,0.0003313478,0.0002700481,0.0002293496,0.0006293395,0.0003182486,0.0004230068,0.02310055],"category_scores_gemma":[0.002199541,0.00005897952,0.0003464486,0.0002442501,0.0002164776,0.0005345135,0.0003739132,0.0006469286,0.002538595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002106066,"about_ca_system_score_gemma":0.000478669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003760078,"about_ca_topic_score_gemma":0.000744804,"domain_scores_codex":[0.9995664,0.0001842687,0.0000538636,0.00003815937,0.0001327401,0.00002456612],"domain_scores_gemma":[0.9992417,0.0002423876,0.0001827628,0.00003222662,0.00006377362,0.0002372661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03004488,0.01113854,0.02895464,0.004532568,0.0002639774,0.000483609,0.0002475072,0.0000914363,0.002850807,0.0008111742,0.1139952,0.8065857],"study_design_scores_gemma":[0.01979192,0.150949,0.4511316,0.008733452,0.001237739,0.007042916,0.001886421,0.001065285,0.005392841,0.002673886,0.3499568,0.0001381034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7622095,0.1016652,0.002079923,0.01925844,0.007679992,0.003486691,0.005995193,0.0007191758,0.09690586],"genre_scores_gemma":[0.9129504,0.03564607,0.004856917,0.01669461,0.003814627,0.001999518,0.001844118,0.00004972484,0.022144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310055,"threshold_uncertainty_score":0.07727903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306047798051014,"score_gpt":0.3091337188304585,"score_spread":0.2785289390253571,"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."}}