{"id":"W3015856750","doi":"10.21037/apm.2020.03.19","title":"Residents’ reflections on end-of-life conversations: how a palliative care clinical rotation creates meaningful learning opportunities","year":2020,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System","funders":"","keywords":"Palliative care; Conversation; Feeling; Medicine; Thematic analysis; Nursing; End-of-life care; Medical education; Psychology; Qualitative research; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006327194,0.0003419549,0.001400571,0.0003317909,0.0001096265,0.000007384035,0.0001804137,0.0001798245,0.000316401],"category_scores_gemma":[0.01528371,0.0002802327,0.0003137472,0.0006201779,0.0009052939,0.0001608712,0.00005269887,0.0005299039,0.00001008278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004993285,"about_ca_system_score_gemma":0.0004109703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003547602,"about_ca_topic_score_gemma":0.00004778491,"domain_scores_codex":[0.9965582,0.0005130507,0.001228158,0.0004588846,0.0009473441,0.0002943946],"domain_scores_gemma":[0.9931054,0.002264071,0.0013258,0.0002718468,0.002623296,0.0004095468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002796703,0.0003037365,0.83304,0.001715919,0.001793974,0.00005188982,0.1374907,0.0001603415,0.003079718,0.006290786,0.008888302,0.004387929],"study_design_scores_gemma":[0.009746737,0.02214768,0.4290236,0.01329739,0.00111597,8.77716e-7,0.4369641,0.0006790512,0.05478904,0.0006667406,0.03091856,0.0006502422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779014,0.01322693,0.003459137,0.08579417,0.0004237948,0.001340025,0.0001891046,0.0001654082,0.01750001],"genre_scores_gemma":[0.9787478,0.01593542,0.001259431,0.002851723,0.0005044643,0.0000321111,0.0003084571,0.00003881532,0.0003218087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4040164,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.654693807968419,"score_gpt":0.5375785599220769,"score_spread":0.1171152480463421,"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."}}