{"id":"W2024582411","doi":"10.1007/s00125-013-3158-8","title":"Working-age adults with diabetes experience greater susceptibility to seasonal influenza: a population-based cohort study","year":2014,"lang":"en","type":"article","venue":"Diabetologia","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Alberta","funders":"Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta; University of Alberta; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Diabetes mellitus; Incidence (geometry); Cohort study; Cohort; Pneumonia; Population; Vaccination; Young adult; Epidemiology; Pediatrics; Internal medicine; Demography; Immunology; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000637934,0.0005980617,0.0004923114,0.0006318926,0.001246497,0.001272485,0.0006320546,0.001050929,0.002767808],"category_scores_gemma":[0.001235561,0.0009351122,0.001121002,0.001265463,0.0003643236,0.001032173,0.0005803669,0.001537617,0.0005254133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258065,"about_ca_system_score_gemma":0.0003995519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991218,"about_ca_topic_score_gemma":0.02341548,"domain_scores_codex":[0.9995288,0.00009351703,0.00004216655,0.0001579486,0.00005592834,0.0001217001],"domain_scores_gemma":[0.999036,0.00008647789,0.0002934991,0.000162259,0.0001163959,0.0003055341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002208254,0.0001515555,0.9980271,0.000007094691,0.0001818904,0.0001037865,0.0002745845,0.000009767974,0.0003832343,0.00001455753,0.0001468414,0.0004787134],"study_design_scores_gemma":[0.00001693104,0.0001257485,0.9987444,0.000004348553,0.0000860872,0.0001281639,0.0006686879,0.00004144615,0.00002565909,0.00001420952,0.0001389501,0.000005387756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999097,0.0001717432,0.0000533508,0.00006122647,0.00002236411,0.000007625686,0.0003057128,0.000001990391,0.0002789242],"genre_scores_gemma":[0.9990442,0.0001401358,0.00005383823,0.00008509673,0.0000227436,0.00001091211,0.0002373622,0.000002688156,0.0004029645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01991218,"threshold_uncertainty_score":0.03959256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306184369508328,"score_gpt":0.3368366080752158,"score_spread":0.2937747643801326,"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."}}