{"id":"W3097611876","doi":"10.1186/s12877-020-01849-5","title":"Social participation needs of older adults living in a rural regional county municipality: toward reducing situations of isolation and vulnerability","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Fonds de recherche du Québec; Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Recreation; Participatory action research; Psychological intervention; Social engagement; Social isolation; Medicine; Population; Social support; Vulnerability (computing); Rural area; Gerontology; Nursing; Environmental health; Economic growth; Psychology; Sociology; Political 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":[0.002043146,0.0003372972,0.0002775363,0.0007911288,0.004185602,0.00135029,0.0007349398,0.0007431159,0.001608911],"category_scores_gemma":[0.002669096,0.0001714072,0.000294223,0.0004620804,0.001080838,0.0007338774,0.003460737,0.0006383559,0.0001271879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282136,"about_ca_system_score_gemma":0.008411033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06839761,"about_ca_topic_score_gemma":0.2194092,"domain_scores_codex":[0.9989575,0.0004865227,0.00003757647,0.00006016982,0.00009568859,0.0003624322],"domain_scores_gemma":[0.9982848,0.0002292767,0.0003465347,0.00004165197,0.0003210223,0.0007766856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001577614,0.0006384475,0.3790056,0.0008821476,0.00007054499,0.001797725,0.5416921,0.0001964893,0.004101908,0.0007547326,0.005363472,0.06533911],"study_design_scores_gemma":[0.00002480179,0.0004774595,0.3031733,0.0003351052,0.00004114261,0.0004193894,0.6783349,0.0002490398,0.0002433385,0.0003867327,0.01628623,0.00002855799],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967743,0.0001918531,0.0001306661,0.001146622,0.000008577774,0.00008562503,0.00003478882,0.000006070395,0.001621632],"genre_scores_gemma":[0.9984397,0.0002385123,0.0004783557,0.0002444152,0.000007487996,0.0001099237,0.00004109422,0.00000116719,0.0004393262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06839761,"threshold_uncertainty_score":0.135999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08005292029667829,"score_gpt":0.3610232963532066,"score_spread":0.2809703760565283,"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."}}