{"id":"W7118096395","doi":"10.1093/geroni/igaf122.1150","title":"Fostering Autonomy: Exploring Innovative Dementia Care Environments in Four Countries","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Autonomy; Independence (probability theory); Presentation (obstetrics); Activities of daily living; Adaptation (eye); Health care; Quality of life (healthcare)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561168,0.0001052794,0.0001436015,0.001036255,0.0003370393,0.0001327256,0.000130084,0.00004879456,0.00002731124],"category_scores_gemma":[0.0003072266,0.0001303911,0.000009077359,0.005471417,0.0001175203,0.0008481209,0.0001679788,0.0001594117,0.000003136358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125934,"about_ca_system_score_gemma":0.0007563661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005606764,"about_ca_topic_score_gemma":0.001382035,"domain_scores_codex":[0.9987088,0.0001428542,0.0004395563,0.0002228623,0.0001863412,0.0002995184],"domain_scores_gemma":[0.9994066,0.00009944422,0.000120975,0.00009192152,0.0002709415,0.00001006312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001574263,0.00002068869,0.5592364,0.00006050459,0.00002410929,0.00002164139,0.1922799,0.0004604907,0.0002751508,0.2189699,0.00002239005,0.02861306],"study_design_scores_gemma":[0.001284548,0.00002255812,0.2959137,0.0007305267,0.000008158033,1.20879e-7,0.4937544,0.000128918,0.003162543,0.01276751,0.1917979,0.0004291713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192281,0.0002585439,0.005035171,0.001822592,0.0004238392,0.0004273187,0.000002815971,0.00005224075,0.07274943],"genre_scores_gemma":[0.9986219,0.00003368577,0.0003988745,0.0003954147,0.00004237344,0.0001417628,0.000006152209,0.000007251145,0.000352521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3014745,"threshold_uncertainty_score":0.5317195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06637343415481378,"score_gpt":0.3428544944906866,"score_spread":0.2764810603358728,"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."}}