{"id":"W3152560782","doi":"10.2196/26431","title":"Cognitive Outcomes During COVID-19 Confinement Among Older People and Their Caregivers Using Technologies for Dementia: Protocol for an Observational Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Dementia; Observational study; Social distance; Psychological intervention; Gerontology; Isolation (microbiology); Psychology; Medicine; Clinical psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01590396,0.003389397,0.005081071,0.002508541,0.003112343,0.00167446,0.00184984,0.002767331,0.01790078],"category_scores_gemma":[0.009903588,0.001787475,0.004629654,0.002664397,0.001226112,0.001542384,0.001808555,0.002568851,0.003941275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004291265,"about_ca_system_score_gemma":0.01304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008029598,"about_ca_topic_score_gemma":0.007697027,"domain_scores_codex":[0.9942719,0.002543325,0.001130659,0.0007419275,0.0005950195,0.0007173155],"domain_scores_gemma":[0.9933153,0.000894866,0.001206213,0.0008986833,0.002971248,0.00071366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4390176,0.07999952,0.1458492,0.0604428,0.006381453,0.002155169,0.006502654,0.01180132,0.01128155,0.008633533,0.08877548,0.1391598],"study_design_scores_gemma":[0.2705673,0.1433328,0.3772327,0.01340984,0.003893788,0.0005219021,0.006581589,0.007714218,0.004115982,0.005552756,0.1659996,0.001077568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01122166,0.0003003757,0.001856921,0.00008903586,0.0001367136,0.9805732,0.004960597,0.00004323733,0.0008181576],"genre_scores_gemma":[0.003555139,0.0001024642,0.001324447,0.00004602758,0.0000146304,0.9939713,0.0007825476,0.000002459035,0.0002010128],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01790078,"threshold_uncertainty_score":0.08410919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4753563302388255,"score_gpt":0.6053731062554911,"score_spread":0.1300167760166656,"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."}}