{"id":"W4283584521","doi":"10.1093/geronb/gbac085","title":"Mourning in a Pandemic: The Differential Impact of COVID-19 Widowhood on Mental Health","year":2022,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging","keywords":"Loneliness; Mental health; Pandemic; Spouse; Depression (economics); Social isolation; Demography; Psychology; Population; Public health; Gerontology; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health; Political science; Sociology; Disease; Nursing","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":[0.002383459,0.0002994316,0.0003840771,0.0009651397,0.0004477779,0.0008368965,0.0005245346,0.0005193969,0.002016901],"category_scores_gemma":[0.005968544,0.0002204121,0.001124531,0.000942514,0.0003875624,0.0008787108,0.002107491,0.0007700326,0.0001388814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658731,"about_ca_system_score_gemma":0.0005370724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036015,"about_ca_topic_score_gemma":0.02258631,"domain_scores_codex":[0.9985483,0.0005970424,0.0001515529,0.000289832,0.0001175924,0.00029568],"domain_scores_gemma":[0.9984139,0.0004468017,0.0005557105,0.0001701248,0.0001836634,0.000229743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002542747,0.00003318321,0.993184,0.00006287003,0.0004803947,0.00006733754,0.000401472,0.00009250166,0.0001774578,0.000116942,0.0003712898,0.004758219],"study_design_scores_gemma":[0.000005423968,0.00007756686,0.9980741,0.00007555961,0.0001132832,0.00007008223,0.0008923346,0.0001961211,0.0000515846,0.00006970091,0.0003677307,0.000006486862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950847,0.001579597,0.0004194069,0.0003214866,0.00007086126,0.00003915448,0.001761605,0.000004660566,0.0007185485],"genre_scores_gemma":[0.9980801,0.0003396503,0.0001949857,0.0001198487,0.0000340792,0.00003254494,0.001008584,0.000003191411,0.0001870251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036015,"threshold_uncertainty_score":0.02059972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104170790476567,"score_gpt":0.4445618589417188,"score_spread":0.3341447798940622,"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."}}