{"id":"W4311943827","doi":"10.1177/00302228221146337","title":"Help-Seeking Buffers the Impact of Grief on Quality of Life: A Study of Loss During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"OMEGA - Journal of Death and Dying","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Grief; Coping (psychology); Mental health; Pandemic; Psychology; Complicated grief; Coronavirus disease 2019 (COVID-19); Disenfranchised grief; Clinical psychology; Quality of life (healthcare); Psychiatry; Psychotherapist; Medicine; Disease; 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":[0.002426608,0.0002339216,0.0002980653,0.0003581958,0.00149214,0.000979103,0.0004461197,0.000516482,0.001381987],"category_scores_gemma":[0.005380516,0.0001981585,0.000413791,0.0002219738,0.0008657182,0.001091144,0.0009324494,0.001428189,0.0001231184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005407876,"about_ca_system_score_gemma":0.0009225405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003832201,"about_ca_topic_score_gemma":0.009667628,"domain_scores_codex":[0.9994749,0.0003010207,0.00001395151,0.00002939232,0.000043596,0.0001371664],"domain_scores_gemma":[0.9981268,0.0006977926,0.000392234,0.0001095473,0.0001065882,0.000567119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002205748,0.01343643,0.8017671,0.0002696738,0.0004110054,0.0009827182,0.120692,0.0003879734,0.002494114,0.001506422,0.001480637,0.05436623],"study_design_scores_gemma":[0.0002539581,0.004135777,0.844423,0.0001644865,0.0001361163,0.0007232116,0.1439381,0.001863089,0.0004908433,0.001392524,0.002426436,0.00005234547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995384,0.00006375927,0.00002905975,0.0001917161,0.000003692084,0.000007232101,0.000006428328,4.257231e-7,0.0001592582],"genre_scores_gemma":[0.9996093,0.00009377902,0.00007386544,0.00009092712,0.000004352738,0.00001074058,0.000009437335,7.184549e-7,0.00010685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003832201,"threshold_uncertainty_score":0.0128333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165401234177435,"score_gpt":0.4279297570694954,"score_spread":0.3113896336517519,"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."}}