{"id":"W4414925403","doi":"10.1111/fcre.70020","title":"Developing a formal model of peer support for bereaved military families: A co‐production and evidence‐based approach","year":2025,"lang":"en","type":"article","venue":"Family Court Review","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer support; Grounded theory; Narrative; Process (computing); Grief; Peer review; Technical peer review; Social support","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001991376,0.0002371786,0.0006224724,0.0001346474,0.0001466771,0.000005993681,0.0001786179,0.0001137176,0.00001905499],"category_scores_gemma":[0.0002012173,0.0002098969,0.000144303,0.0002448891,0.0001025274,0.0002051337,0.00004739796,0.0001463613,0.000007876452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316823,"about_ca_system_score_gemma":0.0004898683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002120749,"about_ca_topic_score_gemma":0.00002360159,"domain_scores_codex":[0.9979117,0.0001228919,0.0007422693,0.0005242448,0.0002751197,0.0004237893],"domain_scores_gemma":[0.9988469,0.0001362039,0.0001714987,0.0004610191,0.0002981015,0.00008622657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001315046,0.001391453,0.006595189,0.2613427,0.0006933927,0.000004507001,0.004703389,0.0001601056,0.001620556,0.0373008,0.5318319,0.153041],"study_design_scores_gemma":[0.01802989,0.005092385,0.08198928,0.2683738,0.005680161,0.0001244083,0.02726479,0.03754919,0.00312471,0.007475923,0.5399581,0.005337434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08801342,0.6036696,0.2565869,0.01279875,0.002144198,0.01398266,0.0003868725,0.0002136105,0.02220394],"genre_scores_gemma":[0.513106,0.3241645,0.09542957,0.04357972,0.0002882636,0.0045096,0.0009180637,0.0001194932,0.01788477],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4250925,"threshold_uncertainty_score":0.8559349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1575939744729757,"score_gpt":0.4126453223783756,"score_spread":0.2550513479054,"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."}}