{"id":"W4295678436","doi":"10.32481/djph.2022.08.007","title":"Aging in Place:","year":2022,"lang":"en","type":"article","venue":"Delaware Journal of Public Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Aging in place; Dignity; Gerontology; Healthy aging; Psychology; Successful aging; Social support; Medicine; Social psychology; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009115129,0.00009831446,0.0004042441,0.0006809807,0.0008849699,0.00001274917,0.0002946454,0.00005443099,0.001186264],"category_scores_gemma":[0.0002909926,0.00009152753,0.00009368569,0.000823085,0.00001827173,0.0002020482,0.000129733,0.001690541,0.00001422819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741834,"about_ca_system_score_gemma":0.005115537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006153037,"about_ca_topic_score_gemma":0.0002562322,"domain_scores_codex":[0.9952269,0.002204547,0.001148438,0.000127195,0.0005692778,0.0007235961],"domain_scores_gemma":[0.9979585,0.0003831526,0.0009031648,0.0001691268,0.0002188102,0.0003672208],"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":[0.0001299674,0.0005563052,0.1886165,0.0004238983,0.00006092117,0.0002539223,0.07834177,0.0003914963,0.000009873435,0.003599516,0.6176122,0.1100036],"study_design_scores_gemma":[0.001702004,0.000453212,0.03958292,0.00009255359,0.000004328872,0.0001387649,0.06385195,0.00006964362,2.327313e-7,0.0002909793,0.8937016,0.0001118513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8269362,0.004168426,0.00143932,0.1587974,0.006098009,0.0004561429,0.00003250673,0.00005039152,0.00202163],"genre_scores_gemma":[0.9943244,0.0001997665,0.0004056574,0.003815717,0.0005439823,0.00001769726,0.00001241185,0.00002298781,0.0006573328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2760893,"threshold_uncertainty_score":0.9997268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170987823234428,"score_gpt":0.4426214627191941,"score_spread":0.3255226803957513,"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."}}