{"id":"W3154995136","doi":"10.3389/fpubh.2021.577079","title":"Evaluation of a Short-Term Digital Group Intervention to Relieve Mental Distress and Promote Well-Being Among Community-Dwelling Older Individuals During the COVID-19 Outbreak: A Study Protocol","year":2021,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Loneliness; Coping (psychology); Distress; Intervention (counseling); Psychology; Social support; Psychological intervention; Peer support; Medicine; Gerontology; Clinical psychology; Psychiatry; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01241608,0.0001640428,0.0003194114,0.0003128625,0.001051414,0.0002989754,0.0004902803,0.0001233132,0.00001794884],"category_scores_gemma":[0.001596247,0.0001512115,0.00005667771,0.0008119365,0.0002750924,0.0006536067,0.0004344891,0.0005186264,5.679552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240774,"about_ca_system_score_gemma":0.0006530695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002809046,"about_ca_topic_score_gemma":0.02171131,"domain_scores_codex":[0.9938514,0.003522512,0.0006789655,0.0003819186,0.001051828,0.0005134207],"domain_scores_gemma":[0.9987357,0.00009217809,0.000267678,0.0004268161,0.000190769,0.000286888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001220021,0.0008239905,0.7558804,0.0001504904,0.00006266748,0.000003147065,0.1999479,0.000007846155,0.000002068713,0.00006700238,0.0001749993,0.04286732],"study_design_scores_gemma":[0.002888588,0.0002806722,0.7212552,0.0003284248,0.00002729818,0.000005279721,0.271438,0.0003419512,0.0000188328,0.00123806,0.001956448,0.0002212278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433096,0.00002888364,0.001601306,0.004303284,0.0001901415,0.05020405,0.0000229994,0.00009336374,0.000246386],"genre_scores_gemma":[0.98283,0.000006282125,0.0003260304,0.0001116565,0.00002850585,0.01661489,0.00003174339,0.00001738374,0.00003349455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07149006,"threshold_uncertainty_score":0.9961399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04679037996355736,"score_gpt":0.3785661687948048,"score_spread":0.3317757888312474,"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."}}