{"id":"W4206021962","doi":"10.2196/preprints.21845","title":"Communication Technology Preferences of Hospitalized and Institutionalized Frail Older Adults During COVID-19 Confinement: Cross-Sectional Survey Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Universite Angers","keywords":"Loneliness; Medicine; Coronavirus disease 2019 (COVID-19); Preference; Cross-sectional study; Gerontology; Nursing homes; Family medicine; Nursing; Disease; Psychiatry","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":[0.0006675466,0.0001550461,0.0002617729,0.0006840491,0.000516578,0.0006763709,0.000274474,0.0004725212,0.001480276],"category_scores_gemma":[0.001913878,0.0002543748,0.0003910247,0.0009265945,0.0002095432,0.0007027217,0.000610812,0.000594858,0.0003143495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875048,"about_ca_system_score_gemma":0.0003019345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01980064,"about_ca_topic_score_gemma":0.02912674,"domain_scores_codex":[0.9996102,0.00008207886,0.00009360292,0.00005648109,0.00008723927,0.00007028602],"domain_scores_gemma":[0.9983748,0.0002596788,0.0007480722,0.00005004941,0.0002408444,0.0003265397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005024092,0.00007230961,0.9973714,0.00002192612,0.00002154586,0.00004522587,0.001085585,0.00001076725,0.0001249842,0.00000514839,0.0001700032,0.001020797],"study_design_scores_gemma":[0.000002509775,0.0001101155,0.9968509,0.000009169972,0.000005365288,0.00005212627,0.002802163,0.00003214829,0.00001862624,0.000002226018,0.0001115156,0.000003107904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992781,0.00004922487,0.00001467224,0.00002756216,0.000002889679,0.0000114113,0.0004095883,8.756004e-7,0.0002055991],"genre_scores_gemma":[0.9991432,0.00007552998,0.00004714354,0.00007121824,0.000004655546,0.0000273224,0.0004555075,9.216228e-7,0.000174444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980064,"threshold_uncertainty_score":0.03937078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087217548293745,"score_gpt":0.3587182520224534,"score_spread":0.307846076539516,"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."}}