{"id":"W4312863832","doi":"10.2196/38593","title":"Use of Digital Technologies to Maintain Older Adults’ Social Ties During Visitation Restrictions in Long-Term Care Facilities: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Université de Strasbourg; Agence Nationale de la Recherche","keywords":"Grey literature; Public relations; Viewpoints; Systematic review; Social media; Mental health; Health care; Psychology; Nursing; Medicine; Political science; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291582,0.0001127847,0.0002694188,0.0003897295,0.0007497174,0.00002045766,0.0001246615,0.00006049786,0.00007618607],"category_scores_gemma":[0.0001552501,0.0001234069,0.00006955868,0.0006737991,0.00002822065,0.0002475298,0.0002632142,0.000382749,0.000007088292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491452,"about_ca_system_score_gemma":0.000136806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002309801,"about_ca_topic_score_gemma":0.0002121988,"domain_scores_codex":[0.998615,0.0001409071,0.0004684193,0.000228878,0.0002232916,0.0003234876],"domain_scores_gemma":[0.9993658,0.0001704995,0.0001580758,0.0001795934,0.0001010832,0.00002495517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002164834,0.0001460084,0.5040844,0.07469442,0.000036657,0.00005177568,0.3613282,0.0001485722,0.0001159034,0.0002444662,0.004549208,0.05438394],"study_design_scores_gemma":[0.0008212426,0.00009760451,0.3291825,0.05368419,0.00002513895,0.000004200356,0.6154492,0.000004364195,0.00004509363,0.00008157004,0.0002622151,0.0003426728],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991567,0.004004925,0.0000634677,0.001770428,0.0002607855,0.001912857,0.000097059,0.0002196075,0.0001038906],"genre_scores_gemma":[0.9982924,0.0003156376,0.00004913948,0.00003596048,0.00004566696,0.0008702102,0.0000702414,0.00001610424,0.0003046442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.254121,"threshold_uncertainty_score":0.5766296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03934101647290175,"score_gpt":0.3907480036098097,"score_spread":0.351406987136908,"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."}}