{"id":"W3137450459","doi":"10.1017/s0714980821000040","title":"Online Social Networking and Mental Health among Older Adults: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Loneliness; Mental health; Social isolation; Social connectedness; Psychological intervention; Social support; Gerontology; Psychology; Depression (economics); Life satisfaction; Psychiatry; Medicine; Social psychology","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":[0.00324773,0.001074327,0.002772207,0.009478095,0.000724281,0.002384059,0.0009623033,0.001934897,0.00399757],"category_scores_gemma":[0.01401612,0.0005588985,0.002867043,0.01034374,0.000640231,0.001770877,0.001312614,0.0009253355,0.0004128823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285433,"about_ca_system_score_gemma":0.00946193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203605,"about_ca_topic_score_gemma":0.02557792,"domain_scores_codex":[0.9983038,0.0005370353,0.0004852655,0.0001431914,0.0004359777,0.00009474463],"domain_scores_gemma":[0.9893404,0.008347209,0.001159441,0.0000935858,0.0009040331,0.0001553959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006630649,0.00005118939,0.0007718586,0.6775501,0.001308496,0.0001393003,0.0005427965,0.0001333729,0.0001563765,0.0008644102,0.005282721,0.3131332],"study_design_scores_gemma":[0.00002608002,0.0001034109,0.003622128,0.9129878,0.005254768,0.0003981921,0.0005528103,0.00007708374,0.0000994393,0.0004816485,0.076374,0.00002267441],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002210748,0.9992125,0.00003416628,0.0001187363,0.00006658983,0.00003858748,0.00003428241,0.000001953201,0.0002721508],"genre_scores_gemma":[0.001537787,0.9980508,0.0001078938,0.00008807337,0.0000356745,0.00006870016,0.00002943846,7.407134e-7,0.00008104488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01203605,"threshold_uncertainty_score":0.02393198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376334251486724,"score_gpt":0.3097214637004407,"score_spread":0.2859581211855735,"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."}}