{"id":"W4386817757","doi":"10.1017/s071498082300048x","title":"Social Isolation of Older Adults, Family, and Formal Caregivers During the COVID-19 Pandemic: Stories and Solutions Through Participatory Action Research","year":2023,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Fleming College","funders":"Trent University; McMaster University","keywords":"Thematic analysis; Social isolation; Participatory action research; Psychological intervention; Public relations; Isolation (microbiology); Psychology; Pandemic; Citizen journalism; Mental health; Nursing; Medical education; Medicine; Gerontology; Sociology; Political science; Qualitative research; Coronavirus disease 2019 (COVID-19); Disease; Psychiatry; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03611218,0.001030004,0.000759954,0.001647343,0.0270551,0.007654602,0.002421839,0.002863149,0.001966376],"category_scores_gemma":[0.02760103,0.0005681427,0.0006697985,0.001461118,0.02133678,0.005145148,0.01429059,0.004408073,0.0001355492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550121,"about_ca_system_score_gemma":0.03171379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0625738,"about_ca_topic_score_gemma":0.1523929,"domain_scores_codex":[0.9708983,0.02298313,0.0005913368,0.0008584017,0.001554817,0.00311401],"domain_scores_gemma":[0.9712543,0.02056077,0.002073797,0.001106023,0.001630066,0.003374992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002471476,0.00004981414,0.001914034,0.0001768397,0.000007141846,0.0004562882,0.983933,0.00005524524,0.0002032511,0.002425165,0.001211703,0.009542872],"study_design_scores_gemma":[0.00001160643,0.00005932747,0.0009404797,0.0002979163,0.00001125284,0.0001359174,0.9763778,0.00007416069,0.0002050791,0.001479634,0.02039243,0.00001433153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099237,0.004098346,0.00668607,0.04959178,0.000462427,0.0009864182,0.0001684377,0.00005219633,0.02803067],"genre_scores_gemma":[0.9903769,0.002050702,0.003025443,0.001886249,0.00005807052,0.0004684309,0.00003454973,0.00001385368,0.002085925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0625738,"threshold_uncertainty_score":0.1909817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461748719642743,"score_gpt":0.3847459061600271,"score_spread":0.2385710341957528,"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."}}