{"id":"W2097876744","doi":"10.1001/archinternmed.2009.118","title":"Bereavement Practices of Physicians in Oncology and Palliative Care","year":2009,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Specialty; Palliative care; Family medicine; Medicine; Telephone survey; Multivariate analysis; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009522943,0.00009153178,0.0001169037,0.0006673845,0.0007768028,0.0004174377,0.0003211851,0.0003577206,0.001760673],"category_scores_gemma":[0.009380907,0.0001145589,0.0001264764,0.0007042956,0.0004450101,0.000365839,0.0006565083,0.0003876915,0.0001581635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127659,"about_ca_system_score_gemma":0.001616798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06277186,"about_ca_topic_score_gemma":0.1157514,"domain_scores_codex":[0.9987657,0.0004229074,0.0001091817,0.0001001744,0.0003587491,0.0002432973],"domain_scores_gemma":[0.9908379,0.001805199,0.005158812,0.0001848789,0.0007198142,0.001293489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002696274,0.00003272662,0.9933262,0.00001535555,0.000009236878,0.00006715689,0.002202551,0.00001664028,0.00008459274,0.0000175806,0.000287713,0.003913302],"study_design_scores_gemma":[0.000003211126,0.00004401823,0.9947039,0.00002835054,0.000004889971,0.0003654109,0.003962058,0.00005622403,0.00004224424,0.00001237122,0.0007738982,0.000003391832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985159,0.0003340199,0.0000376748,0.0003436499,0.000005167656,0.000008295241,0.00008903378,0.000001957967,0.0006644749],"genre_scores_gemma":[0.9994462,0.0001797993,0.00007036241,0.0001117607,0.000006840318,0.000005803442,0.00006958253,5.05074e-7,0.0001091221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06277186,"threshold_uncertainty_score":0.124813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040986486630803,"score_gpt":0.4272418089929684,"score_spread":0.3868319441266603,"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."}}