{"id":"W4408220261","doi":"10.1080/07481187.2025.2468822","title":"Are ‘time’ and ‘culture’ useful and necessary diagnostic requirements for ICD-11 Prolonged Grief Disorder? A Cross-national study","year":2025,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Normative; Grief; Psychology; Cross-cultural; DSM-5; Complicated grief; Clinical psychology; Psychiatry; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003811792,0.0002320175,0.0003659239,0.00008694177,0.0005986817,0.00004944957,0.00009445215,0.00006723896,0.0000116095],"category_scores_gemma":[0.0003809956,0.0001896631,0.00003652608,0.0001202203,0.0001489932,0.0001042452,0.0001737348,0.00009005933,0.00000710196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006681033,"about_ca_system_score_gemma":0.00002469627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009659223,"about_ca_topic_score_gemma":0.0007289138,"domain_scores_codex":[0.9985121,0.00009160578,0.0003300773,0.0005253727,0.0001952798,0.000345501],"domain_scores_gemma":[0.998938,0.0004786999,0.0001634066,0.0001591553,0.0001931226,0.00006765052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496545,0.0008229989,0.9759032,0.0002927006,0.0005408009,0.000009716144,0.007222594,6.338273e-7,0.000004678723,0.001434505,0.01302035,0.0005982093],"study_design_scores_gemma":[0.004075042,0.0005695968,0.9771478,0.0001210917,0.0001386896,0.000002473809,0.008109771,0.000005344821,0.000008386462,0.00356171,0.006088864,0.000171212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858192,0.009242241,0.00001938116,0.0008508671,0.0004938887,0.002225937,0.0001712414,0.00005337055,0.001123899],"genre_scores_gemma":[0.9907187,0.0003964665,0.00007037767,0.001073643,0.00009166825,0.00132503,0.0000372465,0.00001540068,0.006271469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008845774,"threshold_uncertainty_score":0.7734237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08159540857192804,"score_gpt":0.4349206908246433,"score_spread":0.3533252822527153,"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."}}