{"id":"W4293421462","doi":"10.1177/08404704221112023","title":"Social isolation and the role of AgeTech in a post-COVID world","year":2022,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Social isolation; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Public relations; Business; Social media; Social care; Internet privacy; Political science; Medicine; Computer science; Nursing; Virology","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":[0.001413592,0.0005324414,0.0008768251,0.002062826,0.0007464656,0.002008932,0.0006698412,0.001540964,0.005864246],"category_scores_gemma":[0.003552548,0.0001685756,0.001035122,0.001628871,0.0007142853,0.00149506,0.00138849,0.001905754,0.0008122354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065169,"about_ca_system_score_gemma":0.002977873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004069709,"about_ca_topic_score_gemma":0.009801146,"domain_scores_codex":[0.9993111,0.0002981952,0.00008139237,0.00006440884,0.0001764492,0.00006857613],"domain_scores_gemma":[0.9980952,0.001403032,0.0001720614,0.00002806763,0.0001859571,0.0001156174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006471495,0.0001159705,0.0006424711,0.05221582,0.0002004304,0.00009518879,0.0005331026,0.00007194422,0.0001357382,0.004201449,0.01835745,0.9233657],"study_design_scores_gemma":[0.00004032908,0.0002212754,0.007655259,0.1399971,0.0006528986,0.001098839,0.001533807,0.00005820318,0.0002495201,0.00283936,0.845611,0.00004237797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003199444,0.9969207,0.00004304816,0.0009892667,0.0002227006,0.00001209208,0.00001973983,0.000004657109,0.001467928],"genre_scores_gemma":[0.002997196,0.9956317,0.000144986,0.0006994449,0.0001584537,0.00002639223,0.00002309231,0.000002029578,0.0003167664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005864246,"threshold_uncertainty_score":0.0196178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06274896741466204,"score_gpt":0.4297613305709709,"score_spread":0.3670123631563088,"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."}}