{"id":"W4394830159","doi":"10.54530/jcmc.1389","title":"ANALYSIS OF COMMON SYMPTOMS USING THE EDMONTON SYMPTOM ASSESSMENT SYSTEM IN TERMINALLY ILL CANCER PATIENTS RECEIVING PALLIATIVE CARE AT A TERTIARY CARE CENTER OF NEPAL","year":2023,"lang":"en","type":"article","venue":"Journal of Chitwan Medical College","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tertiary care; Terminally ill; Palliative care; Center (category theory); Cancer; Family medicine; Nursing; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005825873,0.0002216261,0.001346868,0.0006971857,0.00006861155,0.000005589156,0.0003182608,0.0001730716,0.00005346746],"category_scores_gemma":[0.0003478378,0.0001417953,0.0005048067,0.001280482,0.0001783056,0.00007634542,0.0001530368,0.0004464368,2.751903e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006125,"about_ca_system_score_gemma":0.0006369104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004076398,"about_ca_topic_score_gemma":0.001422295,"domain_scores_codex":[0.9958748,0.0003449591,0.001487774,0.0001948659,0.001807195,0.0002903941],"domain_scores_gemma":[0.9967104,0.0004931353,0.001237236,0.0002462241,0.001079983,0.0002330408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002866646,0.0001748991,0.980079,0.001015224,0.001422234,0.0001983695,0.01413018,0.0001911838,0.0002942348,0.00000731068,0.0001389681,0.002061727],"study_design_scores_gemma":[0.003209629,0.0004766728,0.9555483,0.01230809,0.001715289,0.000007998417,0.02216263,0.003338681,0.0008189452,0.000001294885,0.000289247,0.0001232264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996273,0.002019943,0.00002522052,0.0003051118,0.000328694,0.0003265994,0.0002886123,0.000008386014,0.0004243881],"genre_scores_gemma":[0.9989858,0.0004798361,0.0001687476,0.000130932,0.0001386071,0.000008317213,0.00004904036,0.00002128236,0.00001747944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0245307,"threshold_uncertainty_score":0.5782246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03743991563649885,"score_gpt":0.4041966555025875,"score_spread":0.3667567398660887,"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."}}