{"id":"W4302896086","doi":"","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":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Palliative care; Family medicine; Medicine; Place of death; Nursing; Medical education; Gerontology","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":[0.004319454,0.0002179393,0.0002640432,0.001005609,0.001635297,0.0008565623,0.000601046,0.0004230532,0.003189941],"category_scores_gemma":[0.0152099,0.000253126,0.0002384578,0.001574851,0.000731473,0.0003640547,0.0008058973,0.0006496577,0.0005752474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008309096,"about_ca_system_score_gemma":0.01160886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.663157,"about_ca_topic_score_gemma":0.8178828,"domain_scores_codex":[0.997262,0.0008816947,0.0002292391,0.0001437293,0.001040603,0.0004427621],"domain_scores_gemma":[0.9802557,0.002917094,0.002948039,0.0003722938,0.009238574,0.004268296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004268237,0.0007426891,0.9442604,0.0002495655,0.00005077256,0.0001308487,0.01408078,0.000177737,0.0006380187,0.00007607957,0.006348799,0.03281755],"study_design_scores_gemma":[0.00001385549,0.0002139408,0.9908626,0.00006749237,0.000008009007,0.00003193969,0.006685338,0.0001146212,0.0001241822,0.000008662899,0.001856394,0.00001299646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953282,0.0001439745,0.00005398484,0.0002786599,0.000009581122,0.0001356858,0.0005162751,0.00001005528,0.003523671],"genre_scores_gemma":[0.9967789,0.0003207145,0.0002785069,0.0002673261,0.000009621164,0.0001948922,0.0005498347,0.000003710372,0.001596489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.663157,"threshold_uncertainty_score":0.6776535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4820669777902636,"score_gpt":0.6080696227450999,"score_spread":0.1260026449548363,"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."}}