{"id":"W3198496032","doi":"10.1080/26892618.2021.1963387","title":"Challenges Experienced by Subsidized Housing Residents with Dementia or Cognitive Impairment: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Journal of Aging and Environment","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Cognitive impairment; Subsidized housing; Subsidy; Cognition; Gerontology; Psychology; Cognitive decline; Psychiatry; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.001159472,0.0002806235,0.001312598,0.00008537165,0.0005217881,0.00009679513,0.0001408892,0.00007534063,0.0001173531],"category_scores_gemma":[0.00007760208,0.0001837245,0.0001890469,0.0001102899,0.000183792,0.0001976905,0.0000687413,0.0002219117,0.000002132167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387511,"about_ca_system_score_gemma":0.000309681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178932,"about_ca_topic_score_gemma":0.0004210078,"domain_scores_codex":[0.9975768,0.0005134289,0.000681863,0.00029269,0.0006420025,0.0002932682],"domain_scores_gemma":[0.9984396,0.0002055913,0.001054622,0.000104817,0.00004501727,0.0001503909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002567056,0.0002286638,0.0001306058,0.05168062,0.001642684,0.0003205582,0.153987,6.955815e-7,3.07827e-7,0.00001187257,0.002015346,0.789956],"study_design_scores_gemma":[0.0005498411,0.0001913375,0.00006789944,0.7438414,0.002581895,0.00007198616,0.005387616,8.860566e-8,0.000002089731,0.000005647938,0.2469146,0.0003855514],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003078365,0.9986154,0.00007735341,0.0002850596,0.00009066569,0.0005109099,0.00000274346,0.000008153722,0.0001018558],"genre_scores_gemma":[0.0002449527,0.999037,0.0002340163,0.00006933758,0.0002093404,0.00003271798,0.000004064697,0.00002234861,0.000146257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7895705,"threshold_uncertainty_score":0.7492068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06419724493781392,"score_gpt":0.3605158270118349,"score_spread":0.296318582074021,"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."}}