{"id":"W2161936601","doi":"10.3122/jabfm.2012.06.120066","title":"\"Building through the Grief\": Vicarious Trauma in a Group of Inner-City Family Physicians","year":2012,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; Regent Park Community Health Centre; Western University","funders":"","keywords":"Medicine; Grief; Inner city; Family medicine; Psychotherapist; Medical emergency; Psychiatry; Socioeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004737961,0.0002740613,0.001265433,0.0001388708,0.0005030134,0.000002030132,0.001316319,0.0001050265,0.00002320823],"category_scores_gemma":[0.0007365445,0.0001109791,0.0002412779,0.001087971,0.001544815,0.0002169078,0.0002896682,0.002094183,0.000002185492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868137,"about_ca_system_score_gemma":0.0003288216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477886,"about_ca_topic_score_gemma":0.0003012075,"domain_scores_codex":[0.9929528,0.003063591,0.001904792,0.0001360402,0.001185161,0.0007575811],"domain_scores_gemma":[0.9917434,0.003074699,0.003889016,0.00072819,0.0004224662,0.0001422603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004741889,0.001534496,0.4158747,0.001100669,0.0008187627,0.00001731006,0.1944503,0.0002491039,0.1523263,0.00471965,0.03865094,0.1855159],"study_design_scores_gemma":[0.001872574,0.0008761804,0.8851615,0.007199558,0.0002600527,0.00001632958,0.09298785,0.00003666429,0.0003813575,0.001788335,0.009251523,0.0001681187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635922,0.006977225,0.0006061539,0.02513246,0.001685145,0.00058394,0.00001605919,0.00001025934,0.001396511],"genre_scores_gemma":[0.9835908,0.002726093,0.000673047,0.01153502,0.001364531,0.00001298937,8.121696e-7,0.00003329294,0.00006343816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4692867,"threshold_uncertainty_score":0.9917818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09094693954814376,"score_gpt":0.4350384841505613,"score_spread":0.3440915446024176,"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."}}