{"id":"W1985402822","doi":"10.1080/02763893.2011.595611","title":"Impacts of Home Modifications on Aging-in-Place","year":2011,"lang":"en","type":"article","venue":"Journal of Housing for the Elderly","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aging in place; Gerontology; Psychology; Nursing homes; Older people; Medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0009283761,0.00005370285,0.0001318836,0.0001089452,0.0003329441,0.00002230658,0.0001863348,0.00002763727,0.00001107626],"category_scores_gemma":[0.0001667346,0.00003559093,0.00009066313,0.0001437025,0.0001002878,0.0001363645,0.000005798336,0.00009192594,0.000001001603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004537617,"about_ca_system_score_gemma":0.0001190249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00382774,"about_ca_topic_score_gemma":0.009550168,"domain_scores_codex":[0.9992948,0.00005688199,0.0002513057,0.00004961194,0.0002033417,0.0001440348],"domain_scores_gemma":[0.9991097,0.0002648728,0.0003454811,0.00008677362,0.0001566419,0.00003652996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001564201,0.0003057617,0.0112903,0.00002980077,0.0001432845,0.000005457473,0.9490966,0.0003133463,0.0004101311,0.01979639,0.007686619,0.01076592],"study_design_scores_gemma":[0.006565366,0.006151739,0.6652168,0.001548738,0.0008795341,0.00003659339,0.09153196,0.0006632149,0.007602881,0.1449556,0.07367463,0.00117296],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945939,0.0007026027,0.001818035,0.001426321,0.0003700341,0.0001207744,0.000002092521,0.000006819341,0.0009593907],"genre_scores_gemma":[0.9985009,0.0003881263,0.000660256,0.00003115338,0.0002267688,0.000001567844,7.99945e-8,0.000006151051,0.0001849369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8575646,"threshold_uncertainty_score":0.5786424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05935465588787482,"score_gpt":0.3221800413466321,"score_spread":0.2628253854587573,"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."}}