{"id":"W4302773999","doi":"10.1016/j.heliyon.2022.e10880","title":"Coping during the COVID-19 pandemic: A mixed methods approach to understand how social factors influence coping ability","year":2022,"lang":"en","type":"article","venue":"Heliyon","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; B.C. Women's Hospital & Health Centre; Women's Health Research Institute; University of British Columbia; Simon Fraser University","funders":"Michael Smith Health Research BC","keywords":"Pandemic; Coping (psychology); Coronavirus disease 2019 (COVID-19); Psychology; Public health; Mental health; Social support; Population; Clinical psychology; Gerontology; Medicine; Psychiatry; Social psychology; Environmental health; Disease; Nursing; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01992461,0.0009923565,0.001710105,0.002897547,0.002338243,0.002174528,0.001585286,0.001061641,0.005317227],"category_scores_gemma":[0.01431647,0.0007120364,0.002334055,0.002280783,0.001078842,0.001531681,0.001953736,0.001447233,0.000352689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745376,"about_ca_system_score_gemma":0.002968518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006202952,"about_ca_topic_score_gemma":0.01160784,"domain_scores_codex":[0.9855037,0.01167444,0.0006721358,0.0008030757,0.0007532946,0.0005933572],"domain_scores_gemma":[0.9908631,0.006932838,0.000829054,0.0007017441,0.000479531,0.0001937142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006130575,0.02358872,0.50513,0.008630161,0.009740851,0.001071009,0.1032541,0.003526674,0.005918394,0.01876214,0.005631231,0.3086162],"study_design_scores_gemma":[0.003498822,0.0530222,0.6548491,0.003459795,0.006105803,0.0006524133,0.1692768,0.04533422,0.00692599,0.0352592,0.02107806,0.0005375671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190016,0.002405541,0.04677887,0.0009339732,0.0002450694,0.02528567,0.001409571,0.00006875405,0.003870989],"genre_scores_gemma":[0.8631311,0.00115368,0.06292674,0.0008825355,0.0001167187,0.06862333,0.0005017915,0.00002879789,0.002635307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01992461,"threshold_uncertainty_score":0.1053727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2204472298227742,"score_gpt":0.4736655854406767,"score_spread":0.2532183556179024,"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."}}