{"id":"W2979175226","doi":"","title":"Canadian Medical Education Journal 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":"PubMed","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Palliative care; Likert scale; Family medicine; Medicine; Scale (ratio); Nursing; Psychology","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":[0.002887723,0.0002096603,0.0003416351,0.002174664,0.002200026,0.0009788992,0.0007847564,0.0004407926,0.007681204],"category_scores_gemma":[0.02366117,0.0002685445,0.0002618688,0.004308688,0.0004709452,0.0005238304,0.0008790528,0.0006218298,0.0007939689],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0175429,"about_ca_system_score_gemma":0.02572823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.911956,"about_ca_topic_score_gemma":0.9602225,"domain_scores_codex":[0.9970539,0.0005351003,0.0003645645,0.0001576663,0.001509148,0.0003796859],"domain_scores_gemma":[0.9713058,0.003371769,0.005305592,0.0003210355,0.01436201,0.00533384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002769505,0.0003295439,0.9122493,0.0005614121,0.00005948779,0.0001372652,0.006262276,0.0001168587,0.000207053,0.0001200366,0.03539199,0.04428772],"study_design_scores_gemma":[0.00001570048,0.00004370339,0.9927282,0.0000864227,0.000008184213,0.00003419487,0.002477078,0.0000646437,0.00003354817,0.000007643367,0.004488051,0.00001275867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569256,0.001609382,0.0001176675,0.00321227,0.0000726807,0.0005685029,0.01219486,0.00004379202,0.0252553],"genre_scores_gemma":[0.9867225,0.001481431,0.0005438522,0.0009875759,0.00003458862,0.0003781081,0.004156509,0.00001221247,0.005683182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9824571,"threshold_uncertainty_score":0.1771249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059650095560729,"score_gpt":0.3872270319127349,"score_spread":0.281262022356662,"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."}}