{"id":"W4321512245","doi":"10.2196/43762","title":"Community-Level Social Support to Mitigate the Impact of Combined Frailty and Multimorbidity on Psychological Distress Among Rural Chinese Older Adults During the COVID-19 Pandemic: Multilevel Modeling Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shandong University; National Natural Science Foundation of China; China Medical Board; National Science Foundation","keywords":"Pandemic; Psychological intervention; Medicine; Multilevel model; Distress; Social support; Stressor; Gerontology; Multimorbidity; Mental health; Comorbidity; Psychology; Coronavirus disease 2019 (COVID-19); Clinical psychology; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002160397,0.0008731277,0.0008032313,0.001106332,0.001354674,0.000937549,0.00134966,0.0007997627,0.00254412],"category_scores_gemma":[0.004346808,0.0003899825,0.003635033,0.001115075,0.0003612054,0.0008005488,0.001838603,0.0014186,0.0001584831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909723,"about_ca_system_score_gemma":0.003486803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1505546,"about_ca_topic_score_gemma":0.1517184,"domain_scores_codex":[0.998862,0.0005061356,0.00006598951,0.000230361,0.00006846509,0.0002671051],"domain_scores_gemma":[0.9990056,0.0002699507,0.0002025159,0.0001196718,0.0001536775,0.0002486217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002532076,0.000388569,0.981097,0.000162727,0.002104957,0.0001828581,0.001960146,0.002144685,0.0001618097,0.0006033484,0.00142794,0.009512726],"study_design_scores_gemma":[0.0001021334,0.0004487561,0.9495988,0.0002764024,0.002100251,0.00009995938,0.003496755,0.04104652,0.0001187536,0.001284422,0.001371859,0.00005531316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951046,0.0007619615,0.001610354,0.0008199342,0.00004243394,0.0001132481,0.00105479,0.00002341827,0.0004692413],"genre_scores_gemma":[0.9974779,0.0002196493,0.001115391,0.0001025032,0.00001652063,0.0001660309,0.0005663214,0.000004130249,0.000331562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1505546,"threshold_uncertainty_score":0.2993565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1868965954598898,"score_gpt":0.4577133555588268,"score_spread":0.270816760098937,"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."}}