{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004332388,0.0001459447,0.0002264044,0.00005946743,0.0004069463,0.00002942765,0.0002301611,0.00007414396,0.0001594756],"category_scores_gemma":[0.0000164704,0.0001027143,0.00007018228,0.0001318514,0.0002490834,0.00005603547,0.00008055005,0.0000690938,0.000007793806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003261837,"about_ca_system_score_gemma":0.00005825629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003160583,"about_ca_topic_score_gemma":0.0001252908,"domain_scores_codex":[0.9986833,0.00006683648,0.0003960879,0.0003199645,0.0001611282,0.0003726375],"domain_scores_gemma":[0.999157,0.0002261998,0.0001231253,0.0003474499,0.0000670857,0.00007917329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008515508,0.0007494524,0.00939026,0.0003692993,0.0003390395,0.00000971756,0.181572,8.034623e-7,0.0001766046,0.6090825,0.1112419,0.0862169],"study_design_scores_gemma":[0.002932444,0.001146759,0.0127008,0.00008160184,0.0001068875,0.000009199794,0.7553245,0.000006904329,0.01512934,0.0104971,0.2017037,0.0003607168],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870695,0.000529836,0.0007875706,0.001278521,0.002705344,0.0006688609,0.00003917703,0.00002484415,0.006896293],"genre_scores_gemma":[0.9933489,0.0001227554,0.00003627144,0.0009404652,0.00006454518,0.000729258,0.00001431022,0.00001082549,0.004732693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985854,"threshold_uncertainty_score":0.4188567,"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."}}