{"id":"W2125803234","doi":"10.1016/j.clon.2008.04.013","title":"Palliative Radiotherapy for Women with Breast Cancer","year":2008,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Medicine; Radiation therapy; Residence; Breast cancer; Receipt; Logistic regression; Cancer; Population; Palliative care; Family medicine; Demography; Environmental health; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007866518,0.0001700113,0.000323099,0.0003373302,0.0004554012,0.0002394735,0.0002499348,0.0003137606,0.004820019],"category_scores_gemma":[0.002472988,0.0001309971,0.0002703866,0.0005461544,0.0003011476,0.0002431032,0.0003197076,0.0004147725,0.0003973245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364142,"about_ca_system_score_gemma":0.0005745844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014361,"about_ca_topic_score_gemma":0.001814668,"domain_scores_codex":[0.9995555,0.0003274179,0.0000181634,0.00002586814,0.00004348631,0.00002953815],"domain_scores_gemma":[0.9992754,0.0004222323,0.0001290247,0.0000402462,0.0000430042,0.0000901893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04546838,0.004970052,0.421423,0.006614016,0.0008172675,0.00299524,0.003919857,0.001401009,0.02918528,0.004104074,0.008362289,0.4707396],"study_design_scores_gemma":[0.003399342,0.08799121,0.8257812,0.001211617,0.0009982669,0.01068435,0.003169264,0.0002734597,0.01203918,0.001966628,0.05244105,0.00004444989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347588,0.04476362,0.0003861346,0.001922284,0.0001284682,0.0002777226,0.0004498918,0.00001509443,0.01729788],"genre_scores_gemma":[0.975347,0.02093031,0.0004763581,0.0006695181,0.0001577148,0.0001804869,0.0002414504,0.00000498371,0.001992145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004820019,"threshold_uncertainty_score":0.01612455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06111086462625091,"score_gpt":0.4128541968456377,"score_spread":0.3517433322193868,"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."}}