{"id":"W3158236071","doi":"10.1016/j.diabres.2021.108838","title":"Effectiveness of ketoacidosis prevention campaigns at diagnosis of type 1 diabetes in children: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Meta-analysis; Ketoacidosis; Diabetes mellitus; Type 1 diabetes; Intensive care medicine; Type 2 diabetes; Pediatrics; Internal medicine; Endocrinology","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":[0.0062485,0.002321248,0.01568351,0.002703969,0.0004550484,0.002302119,0.001939093,0.002300895,0.003724493],"category_scores_gemma":[0.01748097,0.001483496,0.03128977,0.003543771,0.0006036268,0.001505305,0.001467816,0.002415207,0.0002807726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103619,"about_ca_system_score_gemma":0.002440246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129774,"about_ca_topic_score_gemma":0.02608155,"domain_scores_codex":[0.9953146,0.001774919,0.001397086,0.000729559,0.0005237903,0.0002599925],"domain_scores_gemma":[0.9905112,0.00695996,0.001590362,0.0002919064,0.0004770486,0.0001694095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004178811,0.00006424649,0.006540521,0.2580929,0.714965,0.0001046351,0.00009029482,0.0004018949,0.0001634637,0.00009450361,0.0005469395,0.0147567],"study_design_scores_gemma":[0.000985485,0.0002196001,0.005383637,0.01312354,0.9789866,0.00005762408,0.00005037833,0.00009291283,0.00006032718,0.0000986579,0.0009188165,0.00002249378],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00725409,0.9916415,0.0002290111,0.0001066562,0.0001327197,0.0000850175,0.0003748816,0.00001594537,0.0001602137],"genre_scores_gemma":[0.2455843,0.7505468,0.001404566,0.0009168442,0.0002363756,0.0003113595,0.0006476602,0.00002503895,0.0003270197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01568351,"threshold_uncertainty_score":0.03304565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09886171864956142,"score_gpt":0.4695671542936647,"score_spread":0.3707054356441033,"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."}}