{"id":"W3081446560","doi":"10.1200/jco.2009.27.15_suppl.9591","title":"Evaluation of the Edmonton Symptoms Assesment Scale (ESAS) symptoms improvement (SI) assessment as a prognostic factor for survival in advanced cancer patients (pts) undergoing palliative care (PC): An observational prospective study","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; McNemar's test; Observational study; Internal medicine; Cancer; Proportional hazards model; Lung cancer; Prospective cohort study; Performance status; Palliative care","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":[0.001059866,0.0002294236,0.0004088575,0.0004728457,0.0002989703,0.0004338089,0.0002119429,0.000334518,0.0009471604],"category_scores_gemma":[0.002400444,0.0001616882,0.0005856421,0.0006294973,0.0002669498,0.000393055,0.0004138628,0.0005263424,0.0001458872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467532,"about_ca_system_score_gemma":0.000305825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156014,"about_ca_topic_score_gemma":0.001706396,"domain_scores_codex":[0.9995221,0.0001803496,0.00005237187,0.00008406855,0.0001005287,0.00006050075],"domain_scores_gemma":[0.9982069,0.000352256,0.0007965873,0.00008270879,0.0001743688,0.0003872845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007118749,0.0002140593,0.9975334,0.00002323615,0.00004695595,0.00003841463,0.00007812827,0.00002734735,0.0001083686,0.000007304024,0.00005356588,0.001157289],"study_design_scores_gemma":[0.00005421584,0.0014246,0.9979622,0.000007771317,0.00003330805,0.0001203179,0.00009663848,0.0001385875,0.00004053181,0.000008141039,0.000110037,0.000003716329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994235,0.0001429815,0.0000503648,0.00001092665,0.000003252693,0.00003088513,0.0001687229,9.10797e-7,0.0001684579],"genre_scores_gemma":[0.9994276,0.00007279064,0.0000763973,0.00001252062,0.000007894861,0.00003274377,0.0003001193,4.995195e-7,0.0000694366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156014,"threshold_uncertainty_score":0.005605161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518834449318398,"score_gpt":0.5150371920618424,"score_spread":0.3631537471300026,"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."}}