{"id":"W3044525984","doi":"10.2196/21845","title":"Communication Technology Preferences of Hospitalized and Institutionalized Frail Older Adults During COVID-19 Confinement: Cross-Sectional Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Universite Angers; Agence Nationale de la Recherche","keywords":"Loneliness; Medicine; Cross-sectional study; Preference; Gerontology; Nursing homes; Long-term care; Family medicine; Nursing; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006265547,0.0001896389,0.0003122,0.0007216305,0.0004732675,0.0005971137,0.0002749769,0.0004005758,0.001111887],"category_scores_gemma":[0.001686839,0.0002252756,0.0003565875,0.0008449378,0.0002277285,0.0005295575,0.0006396397,0.0005468047,0.0002132664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004125544,"about_ca_system_score_gemma":0.0002818706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145157,"about_ca_topic_score_gemma":0.02122659,"domain_scores_codex":[0.9995763,0.00009957758,0.00008384875,0.00006066558,0.00009619872,0.00008343228],"domain_scores_gemma":[0.9984931,0.0001861137,0.0007112755,0.00004747943,0.0002182428,0.0003437007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005624703,0.00008226016,0.9974169,0.00002228288,0.00002394572,0.00005976341,0.0009786232,0.00001315655,0.000173223,0.000004872849,0.00009423109,0.001074404],"study_design_scores_gemma":[0.000002528456,0.0001370642,0.9971426,0.000008928576,0.000006602425,0.00009137858,0.002424523,0.00004879049,0.00002419973,0.000002215126,0.0001076387,0.000003479907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999554,0.00004619182,0.00001556695,0.00001381964,0.00000153166,0.00001126571,0.000205996,7.317133e-7,0.0001509984],"genre_scores_gemma":[0.9994614,0.00006556077,0.00004643008,0.00003633636,0.000003247346,0.00002076357,0.0002591332,7.076468e-7,0.0001065034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145157,"threshold_uncertainty_score":0.02886242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07746918231901928,"score_gpt":0.4104582284766948,"score_spread":0.3329890461576755,"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."}}