{"id":"W4407793906","doi":"10.1177/10541373251321155","title":"The Experiences of Virtual Support for Grief and Bereavement","year":2025,"lang":"en","type":"article","venue":"Illness Crisis & Loss","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Calgary","funders":"","keywords":"Grief; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004460079,0.0006039036,0.000405902,0.0009037675,0.01016716,0.005323063,0.0009034106,0.001168362,0.004273915],"category_scores_gemma":[0.01025891,0.0003508426,0.0003826328,0.0006002156,0.01165379,0.004367117,0.01165684,0.003130313,0.000409136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002168678,"about_ca_system_score_gemma":0.001992511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818205,"about_ca_topic_score_gemma":0.008780947,"domain_scores_codex":[0.9942607,0.004347979,0.00009214156,0.0001136835,0.0004058639,0.000779737],"domain_scores_gemma":[0.9945944,0.002673585,0.0004587091,0.0002829581,0.0002234484,0.001766852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001008741,0.0001339832,0.006848834,0.00009971055,0.00001465595,0.001609149,0.9642774,0.00009664951,0.0004035007,0.006276653,0.003162769,0.01697581],"study_design_scores_gemma":[0.00002059144,0.0002145469,0.004909421,0.0002035786,0.00001609131,0.001855166,0.9479846,0.0001569834,0.0002637138,0.002502778,0.04183216,0.00004038755],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632919,0.001505405,0.002143268,0.005838872,0.0002425415,0.00005604692,0.00005233012,0.00006357068,0.026806],"genre_scores_gemma":[0.9975425,0.0003946561,0.0002821588,0.0003093363,0.00002410323,0.00001841502,0.00001285253,0.00001368366,0.001402214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016716,"threshold_uncertainty_score":0.02358747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859843173082209,"score_gpt":0.3529758084937747,"score_spread":0.3343773767629526,"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."}}