{"id":"W2991932938","doi":"10.36834/cmej.36860","title":"Survey evaluations of University of British Columbia residents’ education and attitudes regarding palliative care and physician assisted death","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Palliative care; Likert scale; Family medicine; Medicine; Nursing; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004230838,0.0002222177,0.0002793361,0.001014504,0.001758426,0.0008696661,0.0006191505,0.0004313386,0.003315683],"category_scores_gemma":[0.01547144,0.0002617545,0.0002461448,0.00160477,0.0007593069,0.0003619408,0.0008302262,0.0006654366,0.0005557442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009489875,"about_ca_system_score_gemma":0.01341551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7105143,"about_ca_topic_score_gemma":0.8524812,"domain_scores_codex":[0.9972229,0.0008469347,0.0002296807,0.0001500044,0.001089765,0.0004606918],"domain_scores_gemma":[0.9799924,0.002902623,0.002930651,0.0003736375,0.009409128,0.004391474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004288933,0.0007365311,0.9398115,0.0002702353,0.00005455429,0.0001454415,0.01532304,0.0001938416,0.0006825556,0.00008361198,0.007197944,0.0350718],"study_design_scores_gemma":[0.00001434522,0.0001969084,0.9904426,0.00007176647,0.000008474688,0.00003399088,0.006905928,0.0001187821,0.0001317723,0.000008917016,0.002052296,0.00001432755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951657,0.0001612258,0.0000573402,0.0003053544,0.0000104561,0.0001399666,0.0005246868,0.00001057059,0.003624666],"genre_scores_gemma":[0.9966058,0.000355622,0.0003047086,0.0002861285,0.000009925133,0.0001990275,0.0005729944,0.00000393617,0.001661848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2894857,"threshold_uncertainty_score":0.582381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09925452747252132,"score_gpt":0.417941570881441,"score_spread":0.3186870434089196,"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."}}