{"id":"W4402850591","doi":"10.12927/hcpap.2024.27401","title":"Opportunities and Challenges in the Use of Technology to Support Aging in the Right Place","year":2024,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"","keywords":"Aging in place; Business; Gerontology; Medicine","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":[0.1282816,0.0005832476,0.001015199,0.002382022,0.01013255,0.02420963,0.003233794,0.00952379,0.009880849],"category_scores_gemma":[0.1157722,0.0006426818,0.001270279,0.001991861,0.02794192,0.03676146,0.01609845,0.009366463,0.002289811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005208333,"about_ca_system_score_gemma":0.03025205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071993,"about_ca_topic_score_gemma":0.01129214,"domain_scores_codex":[0.8935109,0.08212917,0.004073616,0.003385371,0.01199399,0.004906926],"domain_scores_gemma":[0.8378673,0.1135138,0.006939885,0.01176387,0.01897688,0.01093819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001283903,0.0003253515,0.01216179,0.001829765,0.00006627572,0.000605676,0.0326518,0.0009238508,0.0006127991,0.6564531,0.03544324,0.2587979],"study_design_scores_gemma":[0.00004515625,0.0002831038,0.005735241,0.008082863,0.00006256811,0.001118571,0.1184697,0.001144434,0.0007753216,0.5572758,0.3068428,0.0001644095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02207352,0.02348321,0.02209948,0.8081565,0.001900102,0.000176192,0.000120737,0.00008019528,0.1219101],"genre_scores_gemma":[0.8019999,0.05129761,0.04800839,0.07950146,0.002551743,0.001411379,0.000168047,0.0001758982,0.01488566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1282816,"threshold_uncertainty_score":0.6784261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830823376961651,"score_gpt":0.3635724267347738,"score_spread":0.1804900890386087,"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."}}