{"id":"W3203821354","doi":"10.1016/j.eclinm.2021.101138","title":"Adolescent cognitive function and incident early-onset type 2 diabetes","year":2021,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Hebrew University of Jerusalem; Novo Nordisk; Abbott Laboratories; Merck; Boehringer Ingelheim; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Cognition; Hazard ratio; Type 2 diabetes; Population; Cohort; Logistic regression; Demography; Cohort study; Proportional hazards model; Gerontology; Diabetes mellitus; Internal medicine; Psychiatry; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005926779,0.0001480436,0.0003685219,0.0000868325,0.00007731145,0.00002229009,0.00003645387,0.0000957282,0.00138477],"category_scores_gemma":[0.002058529,0.0001186314,0.00007133169,0.0003123488,0.0002369976,0.00005942945,0.0001241923,0.0004088455,0.0001804126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002430945,"about_ca_system_score_gemma":0.0001856651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005786955,"about_ca_topic_score_gemma":0.000004053529,"domain_scores_codex":[0.9982617,0.0001348056,0.000374482,0.0004063124,0.0004901723,0.0003325556],"domain_scores_gemma":[0.9984134,0.0004076717,0.00006625894,0.0001885815,0.0005622574,0.0003617656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005406624,0.0004975852,0.9747318,0.0001022426,0.0001763069,0.0001952436,0.00003963978,9.596053e-9,0.001177576,0.00001641506,0.00272981,0.0197927],"study_design_scores_gemma":[0.004539739,0.002507113,0.9871534,0.0006116002,0.000516763,0.000043157,0.0002767213,0.00002860901,0.001407393,0.0003081925,0.002495312,0.0001119704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903223,0.002316817,0.0001242635,0.003936214,0.0003513414,0.0003529772,0.000006272786,0.00005071442,0.002539101],"genre_scores_gemma":[0.9901442,0.0007485549,0.00006775797,0.00612048,0.0004434711,0.00001952672,0.0001328941,0.00001904904,0.002304102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01968073,"threshold_uncertainty_score":0.9995281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03503979128423246,"score_gpt":0.3600450955449901,"score_spread":0.3250053042607577,"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."}}