{"id":"W4416244147","doi":"10.1080/15325024.2025.2590153","title":"<i>Living with Loss: From Grief to Wellbeing</i>","year":2025,"lang":"en","type":"article","venue":"Journal of Loss and Trauma","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Grief; Feature (linguistics); Disenfranchised grief; Complicated grief","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":[],"consensus_categories":[],"category_scores_codex":[0.00024787,0.0001189978,0.0002542085,0.000114045,0.00009999984,0.00003888852,0.0001200695,0.00004862541,0.0001888945],"category_scores_gemma":[0.000005881801,0.00008648659,0.00005235504,0.0001306731,0.00004739194,0.00008310415,0.00002640315,0.0002081387,0.00001495268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003978692,"about_ca_system_score_gemma":0.00004316733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000389901,"about_ca_topic_score_gemma":0.0001868627,"domain_scores_codex":[0.9990603,0.00005215944,0.000341686,0.0001595907,0.0001534455,0.0002328671],"domain_scores_gemma":[0.9993365,0.0001169587,0.0001617851,0.0001357708,0.00005892852,0.0001900426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001694459,0.001516547,0.8104221,0.0002650921,0.001030569,0.0009186096,0.01691168,0.00001127357,0.0006336357,0.02346428,0.02948598,0.1136458],"study_design_scores_gemma":[0.002879595,0.001295557,0.9418176,0.00112422,0.0001289918,0.0002061284,0.003999498,0.000001438769,0.0003665383,0.002478632,0.04551535,0.0001864293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775652,0.0008556009,0.0007277516,0.001620189,0.0007688833,0.0001035818,0.00001104557,0.000007802539,0.01833989],"genre_scores_gemma":[0.9946525,0.00008780266,0.0005729703,0.002946514,0.0002347001,0.000003034514,9.761836e-7,0.00001041825,0.001491074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313955,"threshold_uncertainty_score":0.3526821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156060564402024,"score_gpt":0.3117775711488459,"score_spread":0.2961715147086435,"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."}}