{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00226607,0.0009111926,0.005378372,0.0004342144,0.0002255034,0.00002929174,0.0002991019,0.0002918199,0.0001040762],"category_scores_gemma":[0.0004736503,0.0006130108,0.0006746536,0.0005156071,0.0001249257,0.00005880999,0.0004142215,0.0007482159,0.00008409295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977571,"about_ca_system_score_gemma":0.000184958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001787739,"about_ca_topic_score_gemma":0.00009253312,"domain_scores_codex":[0.9947902,0.001791571,0.001466579,0.0008999936,0.0002226405,0.0008290016],"domain_scores_gemma":[0.9972767,0.001195173,0.000637251,0.0006283753,0.00007575378,0.0001867996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006274187,0.0001716254,0.001917629,0.135329,0.001339026,0.00005928163,0.001257914,1.249321e-8,1.033761e-8,0.001729282,0.004852688,0.8533372],"study_design_scores_gemma":[0.0008132887,0.0002304402,0.003707091,0.2463409,0.002365032,0.0001216062,0.006838797,7.824518e-8,3.898395e-8,0.0002722407,0.7385733,0.0007371822],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000213744,0.9854755,0.00002087197,0.0002104033,0.001269011,0.002189529,0.0003076649,0.00006327293,0.01044237],"genre_scores_gemma":[0.00002465908,0.9940572,0.0006214807,0.0002999937,0.0001193044,0.0009690804,0.00007158787,0.00005603726,0.003780598],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8526001,"threshold_uncertainty_score":0.9996321,"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."}}