{"id":"W342089981","doi":"10.1016/j.ypmed.2015.05.004","title":"Demographic, lifestyle, and health characteristics of older adults with prediabetes in England","year":2015,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"University College London","keywords":"Prediabetes; Medicine; Demography; Relative risk; Diabetes mellitus; Population; Gerontology; Internal medicine; Confidence interval; Type 2 diabetes; Environmental health; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003688983,0.0001722786,0.0004322355,0.0006176255,0.0005079979,0.0006357448,0.0002950654,0.0005252766,0.001863812],"category_scores_gemma":[0.001638,0.0004001763,0.000391083,0.001109949,0.0002476025,0.0009301158,0.0007244014,0.0007429878,0.0002545109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006130832,"about_ca_system_score_gemma":0.0004566577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09016715,"about_ca_topic_score_gemma":0.1216171,"domain_scores_codex":[0.9996137,0.00006747603,0.00009614161,0.00008412165,0.00006002118,0.00007852568],"domain_scores_gemma":[0.9988781,0.00009683635,0.0004767798,0.00005568645,0.0001473947,0.0003452326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008846908,0.00005413414,0.9980647,0.00002032481,0.00004282428,0.00009665808,0.0005136091,0.00001890304,0.0001399813,0.00002569201,0.0001671528,0.0007675691],"study_design_scores_gemma":[0.000003528619,0.00003097133,0.9990063,0.000008209261,0.000008855646,0.00005904218,0.0007182898,0.00002360443,0.000007013723,0.00001063078,0.0001210157,0.000002636075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975921,0.0005019011,0.00003447457,0.0002305201,0.00001075411,0.000008974373,0.0009871434,0.000001820769,0.0006323383],"genre_scores_gemma":[0.9988492,0.0002639614,0.00002088596,0.0001199631,0.000009007309,0.000009795905,0.000427004,9.164563e-7,0.0002991897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09016715,"threshold_uncertainty_score":0.1792847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354594469613797,"score_gpt":0.2563018409869042,"score_spread":0.2427558962907662,"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."}}