{"id":"W4312004185","doi":"10.1093/geroni/igac059.2987","title":"COVID-19 WIDOWHOOD OR PANDEMIC WIDOWHOOD: EXAMINING THE DIFFERENTIAL IMPLICATIONS FOR MENTAL HEALTH","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Spouse; Pandemic; Mental health; Social isolation; Depression (economics); Coronavirus disease 2019 (COVID-19); Medicine; Isolation (microbiology); Social distance; Psychiatry; Psychology; Gerontology; Demography; Disease; Sociology; Infectious disease (medical specialty)","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":[0.001165411,0.0002121237,0.0002542672,0.0007469922,0.0006626422,0.0007192293,0.0005204778,0.0005443142,0.003397702],"category_scores_gemma":[0.006201183,0.0001548544,0.000642375,0.0007568499,0.0005053665,0.0009911248,0.00141987,0.0009352432,0.0001832425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003491023,"about_ca_system_score_gemma":0.0004820334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219955,"about_ca_topic_score_gemma":0.02229006,"domain_scores_codex":[0.9993376,0.0002292118,0.00005157854,0.0000986169,0.00006504915,0.0002179006],"domain_scores_gemma":[0.9977416,0.0005641714,0.0008660376,0.00007336048,0.0002016247,0.0005533123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001139471,0.00005650368,0.9953204,0.00002999237,0.00006670663,0.00005349416,0.0006326493,0.00002546415,0.00006587724,0.0001208558,0.0002931556,0.003220949],"study_design_scores_gemma":[0.000002526421,0.00005580567,0.9969067,0.00003509143,0.00002260874,0.00003096379,0.002592625,0.00007134006,0.00002699451,0.00005986229,0.0001926678,0.000002759425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975037,0.0006553853,0.00005119623,0.0004490059,0.00002134036,0.00001216188,0.000513172,8.75135e-7,0.0007932609],"genre_scores_gemma":[0.9990995,0.0002602147,0.00004124725,0.0001007228,0.00002363817,0.00001340706,0.0002657155,7.347734e-7,0.000194943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219955,"threshold_uncertainty_score":0.02425706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378193077234875,"score_gpt":0.4389013427627034,"score_spread":0.3010820350392159,"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."}}