{"id":"W2163862932","doi":"10.1016/j.jagp.2013.05.004","title":"Prevalence and Predictors of Burden in Caregivers of People with Dementia","year":2013,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Caregiver burden; Dementia; Medicine; Memory clinic; Psychological intervention; Psychiatry; Disease burden; Cognition; Outpatient clinic; Gerontology; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006575051,0.0002980377,0.0003764101,0.001112662,0.0009606004,0.0008236761,0.0002831541,0.00045495,0.001410185],"category_scores_gemma":[0.005449536,0.0003775936,0.0003949241,0.00107338,0.0002631706,0.0007106122,0.0008005434,0.0006110228,0.0001413045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000460777,"about_ca_system_score_gemma":0.0005406814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01653434,"about_ca_topic_score_gemma":0.01984532,"domain_scores_codex":[0.9995232,0.0001301624,0.0000833271,0.00004302344,0.0001109646,0.0001093932],"domain_scores_gemma":[0.9984128,0.0002402154,0.0008079789,0.00005454237,0.0002431147,0.0002411324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004447801,0.000032636,0.9987152,0.000006821418,0.00001397982,0.00005481642,0.0002018691,0.00001223082,0.00002681379,0.00001037166,0.00007103255,0.0008096896],"study_design_scores_gemma":[0.000002697029,0.00002997422,0.9986682,0.000009942893,0.000009302064,0.0001806837,0.0009194056,0.0000821409,0.000008182117,0.00002650869,0.00006054363,0.000002266794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989932,0.0003575569,0.00001870259,0.00008404763,0.000005004606,0.000004003891,0.0001124143,0.000001290386,0.0004237646],"genre_scores_gemma":[0.9995115,0.0002439122,0.00003198093,0.00001190383,0.000008498122,0.000004024302,0.0001203674,4.736108e-7,0.00006733737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01653434,"threshold_uncertainty_score":0.03287619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00322430526775312,"score_gpt":0.2365768300644722,"score_spread":0.2333525247967191,"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."}}