{"id":"W2640356074","doi":"10.1111/dme.13404","title":"Markedly increased incidence of critical illness in adults with Type 1 diabetes","year":2017,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Health Sciences Centre; Manitoba Health; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Intensive care unit; Incidence (geometry); Population; Diabetes mellitus; Type 2 diabetes; Proportional hazards model; Diabetic ketoacidosis; Cohort; Rate ratio; Cohort study; Type 1 diabetes; Pediatrics; Internal medicine; Confidence interval; Endocrinology; Environmental health","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":[0.0002217753,0.0001626666,0.0002184342,0.0005373571,0.0002487584,0.000375866,0.0001972828,0.0002834671,0.001063757],"category_scores_gemma":[0.001168708,0.000103766,0.0001790821,0.0007282398,0.0001558236,0.0002050847,0.0003125517,0.0003814108,0.000107849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006063235,"about_ca_system_score_gemma":0.0004042708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0231617,"about_ca_topic_score_gemma":0.03059522,"domain_scores_codex":[0.9997295,0.00004367027,0.00002640655,0.0000571557,0.00008647332,0.00005675171],"domain_scores_gemma":[0.9993852,0.0000508001,0.0003347369,0.00001948663,0.0001112893,0.00009840824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004010447,0.000007205026,0.9976528,0.00001339395,0.00001858099,0.0001020702,0.00005267207,0.00002753978,0.0001876125,0.00001248187,0.000165654,0.001719864],"study_design_scores_gemma":[0.000001575877,0.00001222274,0.9995308,0.000005911372,0.000004935284,0.0002146174,0.00005215954,0.00004432481,0.00001667544,0.000006770696,0.0001089367,0.000001012771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969476,0.001402898,0.00009387353,0.0001365693,0.00001225028,0.000006756077,0.0005656198,0.000008054833,0.0008264902],"genre_scores_gemma":[0.9988866,0.0004241227,0.00007865243,0.00004621772,0.00002176509,0.000003703132,0.0004626254,9.820139e-7,0.00007521776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0231617,"threshold_uncertainty_score":0.04605377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005072443971373212,"score_gpt":0.2485514175224627,"score_spread":0.2434789735510894,"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."}}