{"id":"W2130017682","doi":"10.12927/hcpap.2011.22255","title":"Integrated Care for the Frail Elderly","year":2011,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging","funders":"","keywords":"Psychological intervention; Stressor; Medicine; Chronic disease; Disease; Gerontology; Population ageing; Geriatrics; Health care; Disease management; Service (business); Population; Nursing; Intensive care medicine; Psychiatry; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001700053,0.0004076695,0.0004345122,0.0003954153,0.003193612,0.001519712,0.001065276,0.0189287,0.008739331],"category_scores_gemma":[0.008466065,0.0002623108,0.0005022565,0.0004480816,0.001838797,0.003412907,0.002748129,0.01172926,0.001968923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002990691,"about_ca_system_score_gemma":0.003744732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562827,"about_ca_topic_score_gemma":0.01609626,"domain_scores_codex":[0.9984291,0.000661859,0.0001325421,0.0001290785,0.0003753807,0.0002719439],"domain_scores_gemma":[0.9976508,0.0007151451,0.0002022044,0.0001067025,0.0003618847,0.0009632814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004911104,0.0001024943,0.002326763,0.0002355328,0.0000161989,0.007606291,0.0006323252,0.0001026746,0.0003937171,0.01102751,0.9176396,0.05986782],"study_design_scores_gemma":[0.0001779183,0.0002397068,0.004942365,0.001222197,0.00002423581,0.01230115,0.001022925,0.0005085177,0.0001076478,0.01799469,0.9614271,0.00003161313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001263932,0.006479973,0.000209718,0.9751185,0.007742728,0.00002890978,0.00001239232,0.00001687421,0.009126914],"genre_scores_gemma":[0.02063951,0.0105216,0.001148519,0.9191774,0.03479853,0.0001643202,0.00003808058,0.00001380722,0.01349825],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0189287,"threshold_uncertainty_score":0.02923596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06513106793649634,"score_gpt":0.3171865114142425,"score_spread":0.2520554434777461,"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."}}