{"id":"W2149879397","doi":"10.1200/jco.2014.55.1143","title":"Role of Radiation Therapy in Palliative Care of the Patient With Cancer","year":2014,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Subspecialty; Radiation therapy; Palliative care; Specialty; Quality of life (healthcare); Psychological intervention; Cancer; Intensive care medicine; Disease; Intervention (counseling); Systemic therapy; Internal medicine; Family medicine; Nursing; Breast 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":[0.001441262,0.0001647608,0.003822974,0.0001484686,0.000007909876,0.000001517178,0.000214721,0.0002442494,0.00009980435],"category_scores_gemma":[0.001416239,0.00007633457,0.0008487396,0.0002072025,0.0001511375,0.00002398531,0.00003786769,0.0007385557,9.114943e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760769,"about_ca_system_score_gemma":0.002986654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003381476,"about_ca_topic_score_gemma":0.00004876908,"domain_scores_codex":[0.9948743,0.001203693,0.00316134,0.000135949,0.0005123274,0.0001124043],"domain_scores_gemma":[0.9898732,0.001487367,0.007845949,0.0002569508,0.0004250515,0.0001114581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008870185,0.0006793917,0.007455679,0.003076239,0.0007290976,0.00002233829,0.0002576797,0.000009790486,1.295766e-7,0.00003489181,0.0002852553,0.9865625],"study_design_scores_gemma":[0.00461356,0.008718802,0.03242586,0.009879544,0.002538905,0.000005610957,0.0002598629,0.000006787867,0.000002135248,0.00004576581,0.9414265,0.00007672545],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007970092,0.9892477,0.000007564486,0.0004394363,0.0003910702,0.0008843569,0.00001621347,0.000001074408,0.001042486],"genre_scores_gemma":[0.01367171,0.985381,0.0002830306,0.0003967239,0.0001991298,0.00001995659,0.000004756867,0.00001774422,0.00002595001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9864858,"threshold_uncertainty_score":0.5298195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406812858918428,"score_gpt":0.5139428543851448,"score_spread":0.373261568493302,"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."}}