{"id":"W4404905596","doi":"10.5770/cgj.27.772","title":"Canadian Clinical Guidelines on Social Isolation and Loneliness in Older Adults","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Brandon University; University of Toronto; Université de Moncton; Université de Sherbrooke; Nipissing University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire de Sherbrooke; Newfoundland and Labrador Centre for Applied Health Research; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Health Sciences North; Baycrest Hospital","funders":"","keywords":"Loneliness; Medicine; Psychosocial; Social isolation; Psychological intervention; Isolation (microbiology); Multidisciplinary approach; Mental health; Social support; Gerontology; Nursing; Psychiatry; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002323034,0.0001022238,0.0001810835,0.0006485107,0.0008522592,0.0004287702,0.0001442779,0.0002568143,0.0002420525],"category_scores_gemma":[0.0008806186,0.0001014252,0.00007200709,0.0005091843,0.00005490264,0.0001942849,0.000006723069,0.0005032379,0.00002966076],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225028,"about_ca_system_score_gemma":0.009252303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9377987,"about_ca_topic_score_gemma":0.997636,"domain_scores_codex":[0.9981411,0.0001828742,0.0005629502,0.0001954244,0.0002256451,0.0006920371],"domain_scores_gemma":[0.9979669,0.0001593414,0.00005592542,0.00005468818,0.0002007716,0.00156237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002800757,0.00001774044,0.2459133,0.0001161252,0.00002225644,0.0008035928,0.01447781,0.00002130136,4.851334e-8,0.02036917,0.3757048,0.3425259],"study_design_scores_gemma":[0.0004292177,0.00001909272,0.4391052,0.0001932328,0.00001259133,0.00001892188,0.004433889,0.0007010856,4.135821e-8,0.001012067,0.5538493,0.0002253281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7575594,0.00460459,0.00004713263,0.2231402,0.00836442,0.0003456446,0.00009132017,0.00003145765,0.005815872],"genre_scores_gemma":[0.9819759,0.002373413,0.0001622717,0.009231809,0.005570288,0.000003544482,0.00000631425,0.0000184384,0.0006580399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3423006,"threshold_uncertainty_score":0.9963643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06951112437598118,"score_gpt":0.4064566667658991,"score_spread":0.336945542389918,"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."}}