{"id":"W2346001922","doi":"10.1186/s12877-016-0264-8","title":"Effect of diabetes on caregiver burden in an observational study of individuals with Alzheimer’s disease","year":2016,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eli Lilly (Canada)","funders":"Eli Lilly and Company; Alzheimer's Association","keywords":"Medicine; Observational study; Activities of daily living; Dementia; Caregiver burden; Diabetes mellitus; Disease; Gerontology; Physical therapy; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005193328,0.0001080077,0.0002526771,0.0002276045,0.00001641636,0.000005813353,0.0000918384,0.0000280244,0.00007949655],"category_scores_gemma":[0.0002018047,0.00006088581,0.00003793712,0.0003098922,0.00004636813,0.00008685268,0.00004080593,0.00005104281,0.000004928384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002236253,"about_ca_system_score_gemma":0.0001507027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002365653,"about_ca_topic_score_gemma":0.00001281003,"domain_scores_codex":[0.9985136,0.0002450393,0.000209451,0.0002053905,0.0006487311,0.0001777729],"domain_scores_gemma":[0.9989493,0.0004409261,0.00009438215,0.0002223274,0.0001732738,0.0001197194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000861018,0.0008225773,0.9935781,0.0001140911,0.0000802783,0.000008088862,0.0002493885,0.000006999079,0.0005613781,0.0000145045,0.00003155204,0.003672014],"study_design_scores_gemma":[0.006814694,0.009752002,0.9800041,0.0001061815,0.0003468191,1.166548e-7,0.0001773269,0.00001599221,0.002681382,0.00001329221,0.00001767861,0.00007046061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985573,0.00009567318,0.000009438223,0.00006285925,0.00002179787,0.001123573,0.00003211939,0.000008744504,0.00008855187],"genre_scores_gemma":[0.999697,0.000004569295,0.00005271311,0.00001271297,0.00005489747,0.00008723529,0.00002066277,0.00001226084,0.00005793648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357406,"threshold_uncertainty_score":0.2482851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06956983034587047,"score_gpt":0.3548576279369377,"score_spread":0.2852877975910673,"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."}}