{"id":"W4312004166","doi":"10.1093/geroni/igac059.2304","title":"COMMUNAL SUPPORT PREDICTS BETTER MENTAL HEALTH: KNOWLEDGE TRANSLATION AMONG OLDER ADULTS DURING COVID-19","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Neighbourhood (mathematics); Mental health; Psychosocial; Loneliness; Psychology; Mood; Snowball sampling; Gerontology; Clinical psychology; Medicine; Social psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133706,0.0002067725,0.0004359101,0.0008272475,0.001427626,0.001952116,0.0006628698,0.0003921978,0.003085081],"category_scores_gemma":[0.005233278,0.0002877613,0.0005424295,0.001435495,0.0004263834,0.0006090733,0.00197489,0.001020782,0.00052006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472338,"about_ca_system_score_gemma":0.002438943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5255152,"about_ca_topic_score_gemma":0.6910681,"domain_scores_codex":[0.9995062,0.00009463313,0.00005684552,0.0000857015,0.0001131698,0.00014335],"domain_scores_gemma":[0.9975383,0.0003619688,0.0005790326,0.0001859549,0.0009083875,0.0004263757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004233763,0.0001177771,0.9817622,0.00009691837,0.00004775166,0.00007073801,0.005275513,0.00004261012,0.000104733,0.00003536882,0.001614341,0.01078975],"study_design_scores_gemma":[0.000002751407,0.00002037114,0.9947971,0.00006187989,0.00001073758,0.00001370173,0.004348313,0.0000647673,0.00002260535,0.00002107033,0.0006316328,0.000005192363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950058,0.0003234498,0.00006877213,0.0002670382,0.00001899411,0.00008288693,0.00212998,0.000004371624,0.002098789],"genre_scores_gemma":[0.9975805,0.000260608,0.0001749886,0.00009291264,0.00001025437,0.0001085735,0.001141235,0.000002778935,0.0006281154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5255152,"threshold_uncertainty_score":0.9545583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05592744285929344,"score_gpt":0.3763690656843128,"score_spread":0.3204416228250194,"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."}}