{"id":"W4210474464","doi":"10.1186/s12877-022-02769-2","title":"Multimorbidity resilience and COVID-19 pandemic self-reported impact and worry among older adults: a study based on the Canadian Longitudinal Study on Aging (CLSA)","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of British Columbia; University of Ottawa; Simon Fraser University; McGill University Health Centre; Capital District Health Authority; Université de Sherbrooke; McMaster University; Manitoba Health; University of Victoria; Impact; University of Calgary; University of Manitoba","funders":"Canadian Institutes of Health Research; Government of Canada; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Worry; Medicine; Pandemic; Longitudinal study; Psychological resilience; Gerontology; Coronavirus disease 2019 (COVID-19); Demography; Logistic regression; Population; Environmental health; Psychology; Disease; Psychiatry; Internal medicine; Anxiety","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":[0.001826013,0.0004562324,0.0004696294,0.001246947,0.001936969,0.0009505434,0.0009252623,0.0005759633,0.001006577],"category_scores_gemma":[0.00317069,0.0003680696,0.0009222624,0.002313284,0.0004420478,0.0005500994,0.001118267,0.0008042966,0.0002035791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003637965,"about_ca_system_score_gemma":0.005025578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7783395,"about_ca_topic_score_gemma":0.8535265,"domain_scores_codex":[0.9991893,0.0001014887,0.00006065222,0.0001592276,0.0002470671,0.0002423413],"domain_scores_gemma":[0.9985113,0.0001058227,0.0003878729,0.0001307548,0.0004329846,0.0004312426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005367316,0.00004870039,0.9982967,0.00001095569,0.00004962882,0.00002294167,0.0006198986,0.0000126963,0.00004549053,0.00001831857,0.0001410895,0.0006798815],"study_design_scores_gemma":[0.000004062665,0.00003160435,0.9991899,0.00001060429,0.00001728424,0.00002116119,0.0005281984,0.00003527203,0.000007806639,0.000006598144,0.0001437555,0.00000377946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979883,0.0002158542,0.00005746989,0.00006947685,0.000005336517,0.00005197739,0.001199364,0.00000186193,0.0004102872],"genre_scores_gemma":[0.9978856,0.0001896126,0.0001446707,0.00008467749,0.000006558422,0.00005674329,0.001425831,0.000001715619,0.0002046154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2216605,"threshold_uncertainty_score":0.4459318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107926127497944,"score_gpt":0.3758008344212966,"score_spread":0.2678747069233526,"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."}}