{"id":"W2508421256","doi":"10.1177/2158244016665888","title":"Developing and Implementing Peer-Led Intervention to Support Staff in Long-Term Care Homes Manage Grief","year":2016,"lang":"en","type":"article","venue":"SAGE Open","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Lakehead University","keywords":"Debriefing; Grief; Intervention (counseling); Nursing; Context (archaeology); Psychology; Peer support; Qualitative research; Long-term care; Participatory action research; Palliative care; Medicine; Psychotherapist; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006756644,0.0001491299,0.0002173184,0.0001404983,0.0001081385,0.00009798884,0.0003103884,0.00005238559,0.00178194],"category_scores_gemma":[0.00001347063,0.0001216646,0.00003477029,0.0001263688,0.00002032909,0.0002467857,0.0006543383,0.00006778868,0.0001532018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220544,"about_ca_system_score_gemma":0.000032941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336826,"about_ca_topic_score_gemma":0.01838611,"domain_scores_codex":[0.9984272,0.0001105992,0.0003811831,0.0004215604,0.0001452751,0.0005142465],"domain_scores_gemma":[0.999447,0.00002816048,0.0001078573,0.0002582447,0.00003633248,0.0001223508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001197259,0.00009930963,0.3286096,0.0003548159,0.00004228268,0.0001090936,0.01032589,1.015264e-8,0.0002511321,0.002634796,0.00104616,0.6564072],"study_design_scores_gemma":[0.004547299,0.0005387657,0.9634761,0.001040696,0.00001688223,0.00001181989,0.01907262,6.312993e-8,0.0009278093,0.0003289652,0.009747213,0.0002917517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791418,0.0001421781,0.001131475,0.0008586944,0.0004209017,0.001317446,0.00005654263,0.00002524359,0.01690571],"genre_scores_gemma":[0.9854103,0.00003895238,0.0004728711,0.0002567814,0.00004587578,0.0001492908,0.00009808495,0.00002429204,0.01350351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6561154,"threshold_uncertainty_score":0.9995258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220661483486334,"score_gpt":0.4109214171916988,"score_spread":0.3687148023568355,"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."}}