{"id":"W2043034872","doi":"10.1007/s13566-012-0016-0","title":"Quality of life in patients with brain metastases using the EORTC QLQ-BN20 and QLQ-C30","year":2012,"lang":"en","type":"article","venue":"Journal of Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Michael and Karyn Goldstein Cancer Research Fund; Joseph and Silvana Melara Cancer Research Fund","keywords":"Medicine; Quality of life (healthcare); Internal medicine; Population; Life expectancy; Palliative care; Hair loss; Cancer; Physical therapy; Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001596737,0.00008223088,0.0004427527,0.0001314846,0.00003281752,0.00000439266,0.00003562923,0.00005027839,0.00005188451],"category_scores_gemma":[0.0005039148,0.00004534857,0.00006057335,0.0001336068,0.00007459062,0.000142106,0.00001298059,0.0001458205,5.16597e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558713,"about_ca_system_score_gemma":0.0002267608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009021314,"about_ca_topic_score_gemma":0.00002993127,"domain_scores_codex":[0.9985482,0.0004762973,0.0005395208,0.00006109929,0.0002343259,0.0001406297],"domain_scores_gemma":[0.9983609,0.0005197153,0.0007677758,0.00009688674,0.0001214132,0.0001333381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008986008,0.0007859644,0.9738165,0.00002502974,0.0002365846,0.000006196482,0.0005561775,0.00008331401,0.0000739204,0.00026057,0.0004051034,0.02285205],"study_design_scores_gemma":[0.007058974,0.001529828,0.9869961,0.00002340252,0.0001867292,0.00005473979,0.0003551684,0.00003286841,0.00008407122,0.00002745927,0.003606773,0.00004392877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954508,0.001472477,0.0003613564,0.002312212,0.0001268372,0.0002000345,0.0000134225,0.000001579775,0.00006130063],"genre_scores_gemma":[0.9961749,0.00005570693,0.002765903,0.0008484751,0.0001322102,0.000001591915,0.000007047887,0.000007038645,0.000007183368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280812,"threshold_uncertainty_score":0.1849261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534990265519213,"score_gpt":0.3698260252500514,"score_spread":0.3244761225948593,"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."}}