{"id":"W7025375306","doi":"","title":"When Technologies are Not Enough: The Challenges of Digital Interventions to Address Loneliness in Later Life","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Loneliness; Psychological intervention; Multidisciplinary approach; Unintended consequences; Limiting; Digital divide; Emerging technologies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02104586,0.0005419292,0.0008328835,0.001277796,0.004622575,0.006576914,0.001250518,0.002725979,0.0025786],"category_scores_gemma":[0.03041769,0.0002859061,0.0006766642,0.0007976985,0.01046552,0.00870131,0.00798166,0.002805866,0.0004306396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197946,"about_ca_system_score_gemma":0.003362376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469058,"about_ca_topic_score_gemma":0.003539221,"domain_scores_codex":[0.9822254,0.01431799,0.000558465,0.0006092993,0.001443656,0.0008451837],"domain_scores_gemma":[0.9792835,0.01656687,0.001180581,0.0008988436,0.0008208514,0.001249449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002106963,0.0007756899,0.01873499,0.004728473,0.0002190696,0.001285845,0.3893352,0.0007862547,0.001719653,0.0810416,0.00882346,0.492339],"study_design_scores_gemma":[0.0001546399,0.002344607,0.03644693,0.01128452,0.0003009496,0.003027438,0.5144972,0.001716511,0.002059026,0.1298017,0.298169,0.0001974299],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6143597,0.05757495,0.03343739,0.1943275,0.001349692,0.0005874917,0.0001492895,0.0002643709,0.09794972],"genre_scores_gemma":[0.9746693,0.01096498,0.006880723,0.00483283,0.0002322664,0.0005444343,0.00002613293,0.00003534349,0.001813941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02104586,"threshold_uncertainty_score":0.1113025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495220563375172,"score_gpt":0.3469834990385119,"score_spread":0.1974614427009947,"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."}}