{"id":"W2623774916","doi":"10.1016/j.cllc.2017.05.018","title":"The Impact of Baseline Edmonton Symptom Assessment Scale Scores on Treatment and Survival in Patients With Advanced Non–small-cell Lung Cancer","year":2017,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Internal medicine; Lung cancer; Performance status; Univariate analysis; Cancer; Oncology; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004021382,0.0003542543,0.0008289483,0.00004744765,0.0002362637,0.00005710853,0.0001759282,0.0001160361,0.00006797751],"category_scores_gemma":[0.00005994045,0.0001759373,0.000236992,0.00007137511,0.000234712,0.00008807085,0.00007251485,0.000237024,8.770037e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551231,"about_ca_system_score_gemma":0.0007662301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005133531,"about_ca_topic_score_gemma":0.007508113,"domain_scores_codex":[0.9979659,0.0001056197,0.0006135382,0.0005917501,0.0003186731,0.0004045606],"domain_scores_gemma":[0.9975577,0.0006016358,0.0004874773,0.0008888135,0.000199355,0.0002650334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002438455,0.002015431,0.9575998,0.0001023888,0.0006104486,0.000008530019,0.00007564347,0.000317222,0.00001021204,0.000005221199,0.0005381044,0.03627853],"study_design_scores_gemma":[0.01739557,0.004067583,0.9743488,0.001330995,0.0006224281,1.952813e-7,0.00001684579,0.001747615,0.000182219,0.000003465533,0.00009721814,0.0001870027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931316,0.002529997,0.000005705009,0.0009626303,0.0004647574,0.001854128,0.0001557474,0.00001396257,0.0008814724],"genre_scores_gemma":[0.9878387,0.01062204,0.0001120573,0.00009183963,0.0002376058,0.0006656324,0.00002708168,0.00004175059,0.0003633211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03609153,"threshold_uncertainty_score":0.7760397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022433923649326,"score_gpt":0.4164750863310177,"score_spread":0.3962507470945245,"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."}}