{"id":"W2072786972","doi":"10.7748/mhp2002.10.6.2.29.c1740","title":"Understanding and working with bereavement","year":2002,"lang":"en","type":"article","venue":"Mental Health Practice","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007748092,0.0002122849,0.0002296884,0.00009373047,0.0007053282,0.00005222288,0.00008783868,0.00006266032,0.0009222736],"category_scores_gemma":[0.00001028349,0.0001887963,0.00002249471,0.0001995628,0.00009075696,0.0002791613,0.00005708067,0.0003167122,0.0002158556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008626265,"about_ca_system_score_gemma":0.00003338798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046398,"about_ca_topic_score_gemma":0.0003398274,"domain_scores_codex":[0.9977664,0.0003245147,0.0003692229,0.0004642669,0.0003513563,0.0007242557],"domain_scores_gemma":[0.9987614,0.0002276489,0.0003320194,0.0002698906,0.00001617593,0.0003929386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003395904,0.007893637,0.05984785,0.001874185,0.0009850202,0.0004183373,0.2072603,0.000003756747,0.0001051759,0.2918831,0.2673049,0.1590278],"study_design_scores_gemma":[0.01076016,0.006509203,0.007244344,0.001113788,0.000116812,0.001446144,0.1878145,0.0001424565,0.00005872745,0.0006264187,0.7832145,0.0009529173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1407311,0.01120936,0.003789748,0.1087206,0.00386575,0.004636368,0.00005709524,0.0004234391,0.7265666],"genre_scores_gemma":[0.9772916,0.00118998,0.001830945,0.01579894,0.0001380247,0.00006225559,0.00002031367,0.00004098715,0.003626992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8365605,"threshold_uncertainty_score":0.999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583055053879165,"score_gpt":0.4113868693016182,"score_spread":0.1530813639137017,"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."}}