{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004834876,0.0009126985,0.002604681,0.00819938,0.0009797454,0.002644781,0.001059284,0.001969573,0.002520664],"category_scores_gemma":[0.02241218,0.0006064415,0.00273756,0.00963696,0.00070596,0.002240437,0.001861022,0.0009502088,0.0002641364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181852,"about_ca_system_score_gemma":0.01068975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405752,"about_ca_topic_score_gemma":0.03732631,"domain_scores_codex":[0.9970531,0.001074256,0.0009686573,0.0001824431,0.0005791442,0.0001422042],"domain_scores_gemma":[0.9879808,0.009272248,0.001356334,0.0001040768,0.00115196,0.0001346253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000943873,0.00003524229,0.001744299,0.7343906,0.001899033,0.0003278636,0.002357897,0.0001802605,0.0001758963,0.0009629102,0.007040212,0.2507914],"study_design_scores_gemma":[0.00001958834,0.00007871864,0.003982656,0.9268762,0.005119001,0.0005537954,0.003326431,0.00005142853,0.00009900174,0.0004046709,0.05945781,0.00003067949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001154669,0.9976245,0.00007661922,0.0003415004,0.0001238994,0.00008974188,0.0001047744,0.000002400951,0.0004818752],"genre_scores_gemma":[0.004240982,0.9951878,0.0001308157,0.0001687632,0.00003108885,0.00009670078,0.00006430968,0.000001057127,0.00007855212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01405752,"threshold_uncertainty_score":0.02795136,"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."}}