{"id":"W7074211245","doi":"","title":"Social, Digital and Community Capital Facilitated COVID-19 Pandemic Resilience in a Qualitative Survey of Older Adults With Mild Cognitive Concerns","year":2025,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Pandemic; Psychological resilience; Cognition; Mental health; Social support; Quarter (Canadian coin); Social engagement","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006484179,0.0001945562,0.0003714499,0.0001213347,0.0007267792,0.00002653857,0.0002787216,0.00009312168,0.00003538572],"category_scores_gemma":[0.000275713,0.0001831103,0.00004911761,0.0008871666,0.002349045,0.0008158091,0.0005870649,0.0003380384,0.000006821024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480921,"about_ca_system_score_gemma":0.00009501845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05168663,"about_ca_topic_score_gemma":0.08284498,"domain_scores_codex":[0.9975732,0.00135611,0.0001954649,0.0003500458,0.0002540505,0.000271117],"domain_scores_gemma":[0.9981131,0.001482863,0.0001248233,0.0001454696,0.00004265909,0.00009108088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002978765,0.0003620533,0.6825503,0.0001404749,0.0000981569,0.00002781663,0.3129516,0.00005798123,0.00002120678,0.000232596,0.0004810462,0.00009812057],"study_design_scores_gemma":[0.002633284,0.0001686717,0.6037031,0.0001127782,0.00002180646,0.000001284171,0.3929164,0.00004708452,0.00001634876,0.0001326324,0.00005795172,0.0001885608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931674,0.0000699826,0.0003873442,0.0002334399,0.00001394665,0.0004790806,0.004469239,0.00002493153,0.001154632],"genre_scores_gemma":[0.9962386,0.00003593179,0.0000109766,0.0001096728,0.000001577056,0.000002428066,0.00008475752,0.0000051308,0.003510933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07996489,"threshold_uncertainty_score":0.9546283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05594919301365609,"score_gpt":0.2876158458508796,"score_spread":0.2316666528372235,"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."}}