{"id":"W4205466946","doi":"10.1016/j.jpainsymman.2018.10.302","title":"Validation of a Novel Assessment Tool to Evaluate How Well Medical Residents Are Prepared to Lead Serious Illness Conversations with Oncology Patients, Based on the Competency-Based Medical Education (CBME) Model – A Qualitative Analysis","year":2018,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health; Canadian Hospice Palliative Care Association; Vancouver Coastal Health; Native Mental Health Association of Canada","funders":"","keywords":"CLARITY; Preceptor; Medicine; Conversation; Medical education; Empathy; Narrative; Family medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04931892,0.0004657568,0.0006557219,0.002371973,0.002645903,0.002281402,0.001537031,0.0008135872,0.001324182],"category_scores_gemma":[0.08688395,0.0004345603,0.0008750724,0.001456716,0.003362733,0.00194556,0.003569474,0.001792279,0.0002315806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006160441,"about_ca_system_score_gemma":0.01305588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005522536,"about_ca_topic_score_gemma":0.0115143,"domain_scores_codex":[0.9771662,0.01507131,0.001775427,0.001191175,0.003670052,0.00112593],"domain_scores_gemma":[0.9025387,0.07159712,0.004652313,0.00296248,0.01672694,0.001522449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003335705,0.00168192,0.1425275,0.001717628,0.0001409906,0.0002862917,0.6883798,0.0009358304,0.006995593,0.003931951,0.002299526,0.1507695],"study_design_scores_gemma":[0.000206704,0.001561376,0.2272882,0.001906316,0.0002459708,0.0005153002,0.7248927,0.006890421,0.014255,0.003749613,0.01822485,0.0002635137],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781928,0.00008556271,0.0148097,0.0006326332,0.00005740054,0.002484638,0.0004032146,0.0000311277,0.003302942],"genre_scores_gemma":[0.9582969,0.00009582043,0.03447371,0.0002918486,0.000009197362,0.005504817,0.0002686216,0.00002818873,0.00103073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04931892,"threshold_uncertainty_score":0.2608265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0874692788519125,"score_gpt":0.4580614919834306,"score_spread":0.3705922131315181,"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."}}