{"id":"W2604285491","doi":"10.12927/hcpap.2017.25005","title":"Let’s Put the Pieces Together: Frailty, Social Vulnerability, the Continuum of Care, Prevention and Research are Key Considerations for a Dementia Care Strategy","year":2016,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Vulnerability (computing); Health care; Psychology; Medicine; Nursing; Political science; Computer science; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003858688,0.000721057,0.001389034,0.0002804312,0.008366136,0.0001884527,0.0007972701,0.001499456,0.0003712909],"category_scores_gemma":[0.001350631,0.0004699812,0.0004893672,0.0004011911,0.0004463115,0.0001728376,0.0006922443,0.003433709,0.00007413675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076845,"about_ca_system_score_gemma":0.002101945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426803,"about_ca_topic_score_gemma":0.08956739,"domain_scores_codex":[0.9880224,0.005781601,0.001607534,0.001284823,0.001329168,0.001974471],"domain_scores_gemma":[0.986517,0.00865241,0.001172857,0.001100375,0.002295909,0.000261443],"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":[0.0002298601,0.00004407325,0.002039034,0.001420931,0.0002294821,0.000006224031,0.2015811,3.842607e-7,0.00001669653,0.0008195082,0.7912377,0.002374935],"study_design_scores_gemma":[0.001633592,0.001029773,0.002421421,0.0000367599,0.0002731377,0.000002653555,0.09309901,0.000005032321,0.00002155565,0.003638443,0.8973269,0.0005116839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1161853,0.003177632,0.00011279,0.8680463,0.001121041,0.0078912,0.001581037,0.0001359882,0.001748755],"genre_scores_gemma":[0.09423389,0.0003962128,0.000116545,0.8957165,0.001686111,0.004131918,0.0004615934,0.0001782524,0.003079003],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1084821,"threshold_uncertainty_score":0.9997968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024185332508915,"score_gpt":0.4699984576207262,"score_spread":0.2675799243698346,"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."}}