{"id":"W2117733528","doi":"10.1080/07481181003761435","title":"An Evaluation of a Suicide Bereavement Peer Support Program","year":2010,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mental Health Association; University of Calgary","funders":"","keywords":"Peer support; Mental health; Psychology; Intervention (counseling); Peer group; Grief; Suicide prevention; Nursing; Addiction; Social support; Poison control; Clinical psychology; Medicine; Psychiatry; Psychotherapist; Medical emergency; Social psychology","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":[0.001730133,0.0001511222,0.0002512435,0.00007443581,0.0001156044,0.000008906452,0.0001216167,0.00006571918,0.0006823857],"category_scores_gemma":[0.00004949023,0.0001244603,0.00005557385,0.0000877885,0.00009744702,0.00006373118,0.00004307602,0.000137627,0.00007642639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005772759,"about_ca_system_score_gemma":0.00006506324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004305052,"about_ca_topic_score_gemma":0.001266129,"domain_scores_codex":[0.9982668,0.0001130558,0.0003451832,0.000301477,0.0006382783,0.0003351989],"domain_scores_gemma":[0.9987233,0.00003892761,0.0001508445,0.0004042917,0.0005848834,0.00009778372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002051506,0.005927575,0.5787675,0.0003749401,0.001193787,0.00001837002,0.06978107,0.000002757144,0.003961734,0.03361754,0.02518709,0.2809625],"study_design_scores_gemma":[0.003481016,0.003348357,0.9370239,0.00005608674,0.0005184152,0.00001539331,0.02712619,0.00004442368,0.004410639,0.003720329,0.01989427,0.0003609387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742479,0.0002897244,0.000004387186,0.0002934193,0.001307184,0.001133488,0.00002780854,0.00006577757,0.02263031],"genre_scores_gemma":[0.9967799,0.00003335187,0.0006428787,0.0002253672,0.0001591087,0.0006266402,0.00008379905,0.00001583384,0.001433116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3582564,"threshold_uncertainty_score":0.7471645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641435603661336,"score_gpt":0.5014079527910624,"score_spread":0.3372643924249288,"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."}}