{"id":"W2107817317","doi":"10.1136/bmj.327.7408.185","title":"Doctors' emotional reactions to recent death of a patient: cross sectional study of hospital doctors","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":284,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debriefing; Feeling; Medicine; Coping (psychology); Family medicine; Quarter (Canadian coin); Emotional reaction; Nursing; Psychology; Psychiatry; Social psychology; Medical education","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":[0.0001873771,0.00009621448,0.0002451584,0.0001153901,0.00003391763,0.000003487929,0.00004255233,0.0000498651,0.0002698966],"category_scores_gemma":[0.0007973917,0.00008404585,0.00008437806,0.0002396142,0.00003821812,0.00004571542,0.00001933957,0.00008248399,0.00000789765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007984688,"about_ca_system_score_gemma":0.0001092633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433556,"about_ca_topic_score_gemma":0.00001700732,"domain_scores_codex":[0.9986988,0.00005528209,0.0005236798,0.0001686603,0.0004247922,0.0001287984],"domain_scores_gemma":[0.9989098,0.00008333667,0.0001908197,0.0001912314,0.00052774,0.00009712151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114005,0.001630131,0.9919201,0.00004153835,0.0001423959,0.000005367578,0.00376005,0.0001070893,0.0004169629,0.000678049,0.001038794,0.0001455614],"study_design_scores_gemma":[0.00120072,0.002423715,0.9512817,0.0001875711,0.00004257803,0.000006245883,0.002180642,0.000002572579,0.007399826,0.00008131324,0.03510021,0.00009289065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941187,0.00008401501,0.00004698489,0.0001186556,0.000588749,0.0005427311,0.000039788,0.00001231792,0.00444807],"genre_scores_gemma":[0.9984071,0.00002969847,0.001023791,0.00003079176,0.0001026956,0.00002757042,0.00001771894,0.000009086646,0.0003515507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04063834,"threshold_uncertainty_score":0.342729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040157110995271,"score_gpt":0.4342369827926859,"score_spread":0.3302212716931588,"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."}}