{"id":"W2888435130","doi":"10.3747/co.25.3935","title":"Baseline Edmonton Symptom Assessment System and Survival in Metastatic Renal Cell Carcinoma","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Sunitinib; Renal cell carcinoma; Hazard ratio; Proportional hazards model; Internal medicine; Cohort; Oncology; Cancer; Overall survival; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001077386,0.0002364129,0.0004187057,0.0006403322,0.0002686764,0.0004127985,0.0003357969,0.0001927074,0.001628457],"category_scores_gemma":[0.003380435,0.0001040105,0.0004443581,0.0009629985,0.0002199454,0.0003846461,0.0004904208,0.0004427382,0.0001335639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000850428,"about_ca_system_score_gemma":0.0007055861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008493443,"about_ca_topic_score_gemma":0.01274144,"domain_scores_codex":[0.9995609,0.0001205776,0.00004105515,0.00009293432,0.0001377827,0.00004669957],"domain_scores_gemma":[0.9975535,0.0004623747,0.001211388,0.00007458842,0.0003241398,0.0003739375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001624992,0.00001611555,0.997467,0.00001628907,0.00004819944,0.00002775445,0.00002372171,0.0002251959,0.00007423459,0.00001336154,0.0002138555,0.001711807],"study_design_scores_gemma":[0.000009106432,0.00005701663,0.9991437,0.000006030677,0.0000163214,0.00008913175,0.00001918449,0.000444079,0.00002718326,0.00002257144,0.0001619271,0.000003682062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972951,0.0007810225,0.0001375195,0.0001087235,0.000009967143,0.00001341604,0.001016525,0.000009197929,0.0006285951],"genre_scores_gemma":[0.9986874,0.0001188434,0.0001228153,0.00001757379,0.000009403389,0.00001246874,0.0009262413,0.000001645748,0.0001036065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008493443,"threshold_uncertainty_score":0.01688802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08094354817400969,"score_gpt":0.3820287420772034,"score_spread":0.3010851939031938,"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."}}