{"id":"W2105623975","doi":"10.1136/bmjspcare-2011-000020.15","title":"Measuring symptoms at the end of life using the Edmonton Symptom Assessment System","year":2011,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002063144,0.0004063464,0.0004901582,0.00157301,0.0002873597,0.0006272069,0.0005597445,0.0002786219,0.006488334],"category_scores_gemma":[0.003953247,0.0001519439,0.0006078528,0.0007218971,0.0002374414,0.0006269684,0.0008631682,0.0004976661,0.001001145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448953,"about_ca_system_score_gemma":0.0005952546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842957,"about_ca_topic_score_gemma":0.003165788,"domain_scores_codex":[0.9985971,0.00054377,0.000268183,0.0001193442,0.0003596408,0.0001119981],"domain_scores_gemma":[0.9971327,0.0004286514,0.001032301,0.00008375264,0.000917616,0.0004050239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0011509,0.0005992521,0.8737422,0.0006018279,0.0003346378,0.0002330886,0.0009200861,0.0006343613,0.002853545,0.0003406478,0.01114023,0.107449],"study_design_scores_gemma":[0.00008231232,0.0007960951,0.9940681,0.0001080767,0.00002213091,0.0002727896,0.0002461114,0.0003686937,0.000425405,0.000133557,0.003442271,0.00003444316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614825,0.002896797,0.002715347,0.0007664118,0.0001523572,0.001787175,0.01083057,0.0001334477,0.01923537],"genre_scores_gemma":[0.9705746,0.001247743,0.01214493,0.0003788883,0.00012386,0.002085127,0.006615025,0.00001674409,0.006813031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006488334,"threshold_uncertainty_score":0.02170563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2505376787279504,"score_gpt":0.4247829759216922,"score_spread":0.1742452971937418,"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."}}