{"id":"W2913582005","doi":"10.1080/13607863.2019.1571016","title":"Widowhood and depression: a longitudinal study of older persons in rural China","year":2019,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; National Natural Science Foundation of China","keywords":"Spouse; Gee; Depression (economics); Social support; Longitudinal study; Psychology; Generalized estimating equation; Longitudinal data; Social isolation; China; Structural equation modeling; Depressive symptoms; Demography; Developmental psychology; Gerontology; Clinical psychology; Psychiatry; Medicine; Social psychology; Cognition; Sociology; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004065338,0.0001782363,0.0003554529,0.0001414711,0.0001375737,0.00001020999,0.000113967,0.00004463278,0.0003404345],"category_scores_gemma":[0.000001525467,0.0001630685,0.00003327673,0.0001694235,0.00003658992,0.00009616236,0.00009472562,0.0002312709,0.00003301094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644327,"about_ca_system_score_gemma":0.00005471388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357439,"about_ca_topic_score_gemma":0.001629141,"domain_scores_codex":[0.9982523,0.0001980336,0.0004044288,0.0003937711,0.0002336063,0.0005178846],"domain_scores_gemma":[0.9992964,0.00002893879,0.0001767849,0.000292379,0.000008699128,0.0001968522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000722,0.001468855,0.9208658,0.0002014121,0.00002511974,0.000007513582,0.06811111,2.95227e-7,0.00002715454,0.0001288596,0.0007439454,0.008319854],"study_design_scores_gemma":[0.0045135,0.001127076,0.9214271,0.0003327364,0.00000606753,0.00003600546,0.07231014,0.00001289223,0.00001443689,0.00002623131,0.0000727035,0.0001210659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940298,0.001158785,0.000003635903,0.0004910837,0.0008367472,0.001410944,0.00001950418,0.00002728879,0.002022222],"genre_scores_gemma":[0.9986801,0.00004584279,0.0000509007,0.0004563445,0.00004999175,0.00003875416,0.00002210157,0.00002115787,0.0006347866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194525,"threshold_uncertainty_score":0.9929943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463103860958578,"score_gpt":0.3702729775561136,"score_spread":0.3456419389465278,"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."}}