{"id":"W2461658088","doi":"10.1017/cem.2016.309","title":"P135: Canadian emergency medicine residents’ training and competency in end-of-life care: a needs assessment","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Palliative care; Medicine; End-of-life care; Descriptive statistics; Emergency department; Family medicine; Nursing","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":[0.005031222,0.000380433,0.0004482985,0.002613425,0.005199086,0.001940538,0.002232726,0.00199814,0.008813375],"category_scores_gemma":[0.02559434,0.0003453847,0.001104463,0.003476344,0.001206828,0.001841323,0.002997724,0.002158648,0.001124506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02093037,"about_ca_system_score_gemma":0.08479322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.676315,"about_ca_topic_score_gemma":0.8468874,"domain_scores_codex":[0.9962962,0.0002754931,0.0002544808,0.0001266287,0.002153206,0.0008938251],"domain_scores_gemma":[0.9730311,0.002291381,0.001819088,0.0002233812,0.01596394,0.006671042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002342214,0.001346661,0.525726,0.001605663,0.0000851799,0.001343572,0.03663702,0.0003266152,0.0007023172,0.0024703,0.2575022,0.1720202],"study_design_scores_gemma":[0.00006707219,0.0002955289,0.9158263,0.001092632,0.0000419135,0.0004435115,0.04279026,0.0003458902,0.0002359921,0.000387507,0.03839929,0.00007414012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7945275,0.001531684,0.0006903352,0.1120675,0.001477535,0.003317609,0.01039055,0.0001054567,0.07589174],"genre_scores_gemma":[0.9691093,0.001404057,0.004683692,0.009348344,0.0003092142,0.003584552,0.00346939,0.00002826073,0.008063158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.323685,"threshold_uncertainty_score":0.6511824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.201468358311199,"score_gpt":0.4269496500790146,"score_spread":0.2254812917678156,"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."}}