{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003420607,0.0001426391,0.0002871852,0.00004937857,0.00007661538,0.00001051918,0.0003165797,0.0001072082,0.00007675734],"category_scores_gemma":[0.002522272,0.0001081904,0.00002679176,0.0000800426,0.000613702,0.00000693279,0.00008673839,0.00008792099,0.000003448617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007638879,"about_ca_system_score_gemma":0.00006069404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001768108,"about_ca_topic_score_gemma":0.0001122561,"domain_scores_codex":[0.9989567,0.00005431252,0.0002244379,0.0002681772,0.0001938431,0.0003025267],"domain_scores_gemma":[0.9990367,0.00007158789,0.000133095,0.0004968824,0.0001587157,0.000102974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002311166,0.0002303137,0.9307187,0.0003176816,0.00005955792,0.00001169504,0.0002165493,0.000004522612,0.06027918,0.0001640083,0.001112666,0.006654076],"study_design_scores_gemma":[0.005683474,0.002299361,0.9311031,0.001980878,0.0001031655,0.000001297226,0.0007622027,0.0003062586,0.05548373,0.0005350494,0.001206415,0.0005350332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948969,0.0009982834,0.000008986975,0.0006733187,0.000135087,0.0001311371,0.000008424298,0.00000519774,0.003142696],"genre_scores_gemma":[0.9992722,0.0001256794,0.00008250443,0.0002809415,0.00008646708,0.00001601633,0.00005585721,0.00001680111,0.00006353752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006119043,"threshold_uncertainty_score":0.4411876,"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."}}