{"id":"W4415731818","doi":"10.1177/10497323251383834","title":"Working Through Loss: A Critical Discourse Analysis of Physicians’ Grief","year":2025,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Nova Scotia Health Research Foundation","keywords":"Grief; Framing (construction); Disenfranchised grief; Feeling; Witness; Complicated grief; Discourse analysis; Autoethnography; Traumatic grief","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0188233,0.0009748529,0.0006489837,0.006533233,0.0133385,0.01032255,0.001968047,0.002328721,0.001928595],"category_scores_gemma":[0.0280461,0.0004708509,0.0004584673,0.004378479,0.01828638,0.008903175,0.007262967,0.004140039,0.0003171415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01148512,"about_ca_system_score_gemma":0.0103044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889558,"about_ca_topic_score_gemma":0.02640635,"domain_scores_codex":[0.9887674,0.008370848,0.0003454995,0.0004512985,0.001277441,0.000787421],"domain_scores_gemma":[0.9603001,0.03225777,0.001986486,0.0007713225,0.003391896,0.001292296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001313096,0.00001067842,0.0003806762,0.00005680076,0.000001730016,0.0002379206,0.9935522,0.00001860573,0.0003415246,0.002196289,0.0003999573,0.002790437],"study_design_scores_gemma":[0.000004600546,0.00001314712,0.0009751986,0.0002648117,0.000004329106,0.000207607,0.981573,0.0001653652,0.0004595518,0.002063266,0.01425649,0.00001261018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243307,0.004345475,0.02034962,0.01720857,0.0003971029,0.0006753997,0.0003766971,0.0001118877,0.03220453],"genre_scores_gemma":[0.9823449,0.001753925,0.01001054,0.001205475,0.00008118017,0.0003028884,0.0001654689,0.0000916448,0.004044013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889558,"threshold_uncertainty_score":0.09954828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4423905935856718,"score_gpt":0.6771730663532902,"score_spread":0.2347824727676184,"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."}}