{"id":"W1940624845","doi":"10.1002/cncr.28382","title":"A global analysis of multitrial data investigating quality of life and symptoms as prognostic factors for survival in different tumor sites","year":2013,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Nausea; Internal medicine; Quality of life (healthcare); Cancer; Oncology; Prostate cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001914921,0.0001233759,0.0006802368,0.00007052416,0.00001538217,0.00001035201,0.0001149255,0.00004781523,0.000101512],"category_scores_gemma":[0.00152122,0.0000922758,0.00009302606,0.0004336276,0.0001073968,0.0000704915,0.00008977955,0.00005382525,1.838894e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006559883,"about_ca_system_score_gemma":0.0001955823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03211091,"about_ca_topic_score_gemma":0.04094839,"domain_scores_codex":[0.9988561,0.00006678416,0.0004286827,0.0002718571,0.0002212094,0.0001553974],"domain_scores_gemma":[0.9987531,0.000434197,0.0002081399,0.0003217855,0.0001430317,0.000139723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001169273,0.00005956049,0.9960846,0.0003647261,0.0004854239,1.750724e-7,0.0005877228,0.00001494335,0.001053664,0.00005276771,0.00003525657,0.001144218],"study_design_scores_gemma":[0.001399891,0.0001047994,0.9936112,0.000103703,0.0006470346,7.520327e-8,0.0009423504,0.002782233,0.0002493037,0.00005320198,0.00001467329,0.00009152579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973147,0.0008305975,0.00004299138,0.0001141947,0.0001686487,0.0005703576,0.0009215426,0.00001011434,0.00002689006],"genre_scores_gemma":[0.9994311,0.00001309963,0.00003927271,0.00007699306,0.00009703132,0.0000742736,0.0002502585,0.000007557078,0.00001043689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008837489,"threshold_uncertainty_score":0.9765518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095303005003049,"score_gpt":0.3806889463646698,"score_spread":0.2711586458643649,"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."}}