{"id":"W4414304610","doi":"10.1080/07481187.2025.2561079","title":"Mourning rituals impact grief outcomes in East and Southeast Asia: A mixed-methods review","year":2025,"lang":"en","type":"review","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grief; Coping (psychology); Categorization; Mental health; Southeast asia; Culturally sensitive; Expression (computer science); Qualitative research","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":[0.005383263,0.0009759301,0.004332568,0.006226244,0.0006016559,0.002824327,0.001471028,0.001246191,0.005241976],"category_scores_gemma":[0.02200475,0.0005763345,0.004572612,0.007183221,0.000609388,0.001706459,0.001456549,0.0008888905,0.0004083766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406924,"about_ca_system_score_gemma":0.006117299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00413865,"about_ca_topic_score_gemma":0.01337257,"domain_scores_codex":[0.9969884,0.0008772973,0.001332756,0.000270458,0.0004481138,0.00008307593],"domain_scores_gemma":[0.9808624,0.01558626,0.002054153,0.0002614882,0.001069095,0.0001665997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001788783,0.00005727159,0.001293574,0.8338327,0.005296413,0.0001163217,0.0004564245,0.00006347009,0.0001766001,0.0003479667,0.001376123,0.1568043],"study_design_scores_gemma":[0.0001448119,0.0003773527,0.009864761,0.8959085,0.04344049,0.0007762907,0.0009952077,0.00006354062,0.0003002934,0.0005597331,0.04751779,0.0000511557],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006547957,0.9986315,0.0000912534,0.00008941179,0.00004871357,0.0001097209,0.0001520047,0.000003439616,0.0002190492],"genre_scores_gemma":[0.005487367,0.993579,0.0003379921,0.0001821076,0.00003107739,0.000195625,0.000112868,0.000002939083,0.00007097146],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006226244,"threshold_uncertainty_score":0.0284698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157655230990849,"score_gpt":0.5384223192223953,"score_spread":0.3807670882315462,"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."}}