{"id":"W3026393433","doi":"10.1017/s0144686x20000550","title":"Internet use, social isolation and loneliness in older adults","year":2020,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Loneliness; Social isolation; Confidence interval; Demography; Odds ratio; Odds; The Internet; Logistic regression; Medicine; Gerontology; Psychology; Psychiatry; Internal medicine; World Wide Web; Computer science; Sociology","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":[0.0006465215,0.0002237803,0.0003783025,0.000958959,0.0003756233,0.000725015,0.0002102398,0.0002960135,0.002309256],"category_scores_gemma":[0.002961138,0.0001562431,0.000345391,0.0007190785,0.0001802133,0.000565353,0.0006945375,0.0003780936,0.0002452315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083672,"about_ca_system_score_gemma":0.0001016082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213441,"about_ca_topic_score_gemma":0.003498629,"domain_scores_codex":[0.9995583,0.0001608622,0.00008121492,0.00005066678,0.0000990017,0.00004991624],"domain_scores_gemma":[0.9975471,0.0004870946,0.001271087,0.00006588077,0.0002469272,0.0003819472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004758195,0.00006397218,0.9969352,0.00004887822,0.00008339457,0.00005520414,0.0003730013,0.00001479685,0.0001064581,0.00001184543,0.00008934781,0.00217015],"study_design_scores_gemma":[0.000001623963,0.00005136714,0.99942,0.0000116127,0.00001334358,0.00008257273,0.0002683989,0.00003338576,0.00001185029,0.000008927471,0.00009519703,0.00000164045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982028,0.000728597,0.00003520762,0.00004685156,0.000007264242,0.000008428043,0.0002471629,0.000002241903,0.0007214314],"genre_scores_gemma":[0.9993489,0.0002654905,0.00004648804,0.00002499623,0.00001452713,0.00001003617,0.0001318263,6.7883e-7,0.0001570458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002309256,"threshold_uncertainty_score":0.007725239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477724165456371,"score_gpt":0.2649463059418385,"score_spread":0.2401690642872748,"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."}}