{"id":"W2586502796","doi":"10.1111/dme.13327","title":"Seasonal variation in hospital encounters with hypoglycaemia and hyperglycaemia","year":2017,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Children’s Health Research Institute; Western University; St. Michael's Hospital; Lawson Health Research Institute; University of Toronto; Institute for Clinical Evaluative Sciences","funders":"Health Canada; Astellas Pharma; Institute for Clinical Evaluative Sciences; Western University; Ontario Ministry of Health and Long-Term Care; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario; Canadian Institutes of Health Research; Lawson Health Research Institute; Pfizer","keywords":"Medicine; Variation (astronomy); Pediatrics; Hypoglycemia; Emergency medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006712903,0.0001122381,0.0001924668,0.000882841,0.0003403471,0.0006444394,0.0004379807,0.0001771981,0.001394159],"category_scores_gemma":[0.005566556,0.0001712288,0.0002907609,0.002039638,0.0002775632,0.0003892562,0.0005095549,0.0002950044,0.0001080973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462845,"about_ca_system_score_gemma":0.001827178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5013733,"about_ca_topic_score_gemma":0.5607437,"domain_scores_codex":[0.999019,0.0001613315,0.0001170702,0.0001837796,0.0002990711,0.0002197706],"domain_scores_gemma":[0.9956818,0.0005476552,0.002498077,0.0001317339,0.0007817472,0.0003591134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003152934,0.000006404261,0.9960032,0.00003243273,0.00005728413,0.00003880543,0.0004529048,0.000115713,0.00008276565,0.00004490819,0.0007187565,0.002415267],"study_design_scores_gemma":[4.70533e-7,0.000003149108,0.9992804,0.000007041641,0.000004116631,0.00002351784,0.0002874461,0.0001438486,0.00001032654,0.000009785949,0.0002280695,0.000001841719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913062,0.0006337256,0.0004780078,0.0003347519,0.00002257504,0.0000282534,0.004685252,0.00001887448,0.002492382],"genre_scores_gemma":[0.9980729,0.0001879453,0.0001408573,0.00003820904,0.0000139576,0.00000760708,0.001311919,0.000003678319,0.0002229297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5013733,"threshold_uncertainty_score":0.99691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042284559445669,"score_gpt":0.2622205882648161,"score_spread":0.2517977426703595,"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."}}