{"id":"W4210536658","doi":"10.1002/alz.053813","title":"Study protocol: SOcial LImitations Turn Up DEmentia (SOLITUDE)—Impact of COVID‐19 social isolation on patients’ cognition and mental health and on carers’ wellbeing","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Dementia; Quality of life (healthcare); Mental health; Montreal Cognitive Assessment; Psychology; Cognition; Telephone interview; Gerontology; Psychiatry; Solitude; Clinical psychology; Disease; Medicine; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.028999,0.00354452,0.00622795,0.003091201,0.003907347,0.003628873,0.002734879,0.004472957,0.08658011],"category_scores_gemma":[0.02851998,0.003733273,0.003557981,0.002461125,0.001949945,0.002837103,0.003017536,0.004242594,0.02346224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004506256,"about_ca_system_score_gemma":0.01728787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003905914,"about_ca_topic_score_gemma":0.007125681,"domain_scores_codex":[0.9883802,0.005528913,0.002908505,0.001402586,0.000840006,0.0009398877],"domain_scores_gemma":[0.9781783,0.004596445,0.004345087,0.003183054,0.007143426,0.002553695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4162322,0.04006467,0.02931857,0.09429947,0.002144879,0.001756622,0.005975126,0.002933648,0.00548606,0.008757252,0.177411,0.2156205],"study_design_scores_gemma":[0.3558033,0.07615929,0.1144886,0.04424869,0.001565304,0.0005656714,0.004550565,0.006621033,0.003273941,0.008614661,0.3831478,0.0009611439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003411857,0.0002137307,0.001291213,0.0001356304,0.0002270938,0.9902297,0.003436863,0.00007331609,0.0009805399],"genre_scores_gemma":[0.001673494,0.00008380566,0.001158821,0.0001230136,0.00002486491,0.996123,0.0003917073,0.000006438666,0.0004147639],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08658011,"threshold_uncertainty_score":0.2896393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1280451905377876,"score_gpt":0.4473808499164295,"score_spread":0.3193356593786419,"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."}}