{"id":"W4390614722","doi":"10.1017/s0033291723003227","title":"The mental health of Australians bereaved during the first two years of the COVID-19 pandemic: a latent class analysis","year":2024,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"University of Cambridge","keywords":"Grief; Loneliness; Mental health; Latent class model; Anxiety; Pandemic; Social isolation; Psychology; Preparedness; Psychiatry; Depression (economics); Complicated grief; Public health; Clinical psychology; Medicine; Coronavirus disease 2019 (COVID-19); Nursing; Disease","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":[0.004151311,0.0004172006,0.0005362378,0.00183072,0.002061391,0.002086993,0.0008403872,0.0007268999,0.003183932],"category_scores_gemma":[0.006238409,0.0004260048,0.001922897,0.0015715,0.001065744,0.001115568,0.002977381,0.00193122,0.0003606195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931381,"about_ca_system_score_gemma":0.001349938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05662143,"about_ca_topic_score_gemma":0.0445534,"domain_scores_codex":[0.9984062,0.0006630954,0.00009613671,0.0001834116,0.0002320354,0.0004190642],"domain_scores_gemma":[0.997125,0.0006193648,0.0009692474,0.0003801793,0.000327196,0.0005790196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052806,0.0002422509,0.9930467,0.00001934332,0.0001089754,0.00003403436,0.002636662,0.0001251646,0.00005960851,0.0001576634,0.0003207434,0.003143697],"study_design_scores_gemma":[0.000006661316,0.00009114874,0.992727,0.00003310786,0.00004081434,0.0000367664,0.003802915,0.002773502,0.00002768868,0.0001932693,0.0002559542,0.0000110577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988412,0.0000672096,0.0002304302,0.0002077979,0.000007470589,0.00004670909,0.0003101807,0.000002346803,0.0002866074],"genre_scores_gemma":[0.9989113,0.00007354074,0.0001972583,0.00003159409,0.000009038918,0.00006251836,0.0004956623,0.000002151083,0.0002169618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05662143,"threshold_uncertainty_score":0.1125837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134818077845156,"score_gpt":0.45195641859135,"score_spread":0.3384746108068344,"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."}}