{"id":"W4322496539","doi":"10.1017/s071498082300003x","title":"Social Isolation of Older Adults Living in a Neighbourhood of Montreal: A Qualitative Descriptive Study of the Perspectives of Older Adults and Community Stakeholders","year":2023,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Trois-Rivières; Alzheimer Society of Canada; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Université de Montréal; Canada Research Chairs","keywords":"Social isolation; Neighbourhood (mathematics); Focus group; Psychology; Qualitative research; Isolation (microbiology); Gerontology; Social engagement; Descriptive research; Sociology; Social psychology; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004828427,0.0004980787,0.0006844068,0.00157706,0.01227114,0.002885828,0.001621287,0.0008879293,0.001977345],"category_scores_gemma":[0.006426906,0.000428501,0.0003453602,0.002133828,0.006430399,0.001940584,0.003482814,0.001281582,0.0001017181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01828418,"about_ca_system_score_gemma":0.02051123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7239053,"about_ca_topic_score_gemma":0.8572469,"domain_scores_codex":[0.9971998,0.001387013,0.00009222975,0.0001961702,0.0003514379,0.0007734007],"domain_scores_gemma":[0.9951141,0.002158716,0.0005777808,0.0001247404,0.000896116,0.001128536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002069868,0.00002590224,0.009592613,0.00009190861,0.000004667063,0.0004756733,0.9858532,0.00002335602,0.0004320595,0.0003242992,0.0003446323,0.002810985],"study_design_scores_gemma":[0.000002334054,0.00003412015,0.01000595,0.0001045494,0.000004555709,0.00007777965,0.9862304,0.00002549167,0.00007854055,0.00004258057,0.003381478,0.00001211008],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945717,0.0008217401,0.00032536,0.001240889,0.00002080628,0.0001396036,0.0001785259,0.000007670979,0.002693765],"genre_scores_gemma":[0.9970437,0.0007835069,0.0002448783,0.000434162,0.00001261795,0.0001658744,0.0000588777,0.000007361696,0.001249021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2760947,"threshold_uncertainty_score":0.5554413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405582464531668,"score_gpt":0.3057593788960302,"score_spread":0.2652011324428634,"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."}}