{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002369761,0.0002351707,0.0005515967,0.0001157871,0.0001876804,0.00003898579,0.0001498009,0.0001360284,0.0001849139],"category_scores_gemma":[0.0006720627,0.0001625967,0.00003759539,0.00007314129,0.0005545639,0.0001604396,0.00005361683,0.0002926821,0.00001281703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006764374,"about_ca_system_score_gemma":0.00009008685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002207438,"about_ca_topic_score_gemma":0.00002406152,"domain_scores_codex":[0.9984087,0.00002469749,0.0003205725,0.0004153615,0.0004392731,0.0003913388],"domain_scores_gemma":[0.9987997,0.000123647,0.0001201982,0.0005110776,0.0001342984,0.0003110736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001408559,0.0004492564,0.961846,0.0002824538,0.0001542825,0.0006292291,0.002600451,0.000001651221,0.004063162,0.002101205,0.001068025,0.02539576],"study_design_scores_gemma":[0.01757486,0.003343879,0.971687,0.00126239,0.0002883539,0.00009274327,0.0002989008,0.001295455,0.00008296654,0.0005715516,0.003184273,0.0003176047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743705,0.0003641062,0.0001037551,0.01275632,0.000334623,0.000414692,0.00000603016,0.00003085595,0.01161909],"genre_scores_gemma":[0.9977016,0.0001422675,0.0004089253,0.0008569497,0.000302227,0.00004656443,0.00002287623,0.0000240273,0.0004945758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02507816,"threshold_uncertainty_score":0.6630499,"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."}}