{"id":"W2113472764","doi":"10.1016/j.radonc.2014.06.009","title":"Dosimetric and patient correlates of quality of life after prostate stereotactic ablative radiotherapy","year":2014,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Prostate cancer; Interquartile range; Quality of life (healthcare); Radiosurgery; Prostate; Univariate analysis; Logistic regression; SABR volatility model; Lower urinary tract symptoms; Urinary system; Radiation therapy; Urology; Multivariate analysis; Radiology; Cancer; Surgery; Internal medicine","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":[0.0002398427,0.0001539398,0.0007335186,0.0001353314,0.00002717934,0.000005085785,0.00002620416,0.0001079496,0.00009112561],"category_scores_gemma":[0.00005671223,0.0001128062,0.0000647623,0.0001528858,0.0002517976,0.00005262085,0.00001141258,0.00009542869,3.242239e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655256,"about_ca_system_score_gemma":0.00009274232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009869083,"about_ca_topic_score_gemma":0.00001425029,"domain_scores_codex":[0.9988364,0.0002021378,0.0004372019,0.0002391368,0.0001195921,0.0001655293],"domain_scores_gemma":[0.9987633,0.000546429,0.0003071624,0.0001688121,0.00007733593,0.000136986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004489261,0.0006904292,0.8130251,0.0002254434,0.0007103118,0.000007500939,0.005340721,0.000004558851,0.002204838,0.0003647479,0.00008516511,0.172852],"study_design_scores_gemma":[0.009784007,0.01409874,0.9615657,0.0001054966,0.0001151155,0.0000288257,0.0001494785,0.0003064544,0.002818408,0.0002007888,0.01066191,0.0001650575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631304,0.03499949,0.0001435686,0.0008604079,0.00009980469,0.0005691978,0.0000209657,0.00001065366,0.0001655317],"genre_scores_gemma":[0.9819313,0.0155838,0.001150792,0.001182337,0.00003255504,0.00006593689,0.00000379263,0.00001707232,0.00003236566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1726869,"threshold_uncertainty_score":0.4600104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672981966754713,"score_gpt":0.3108072466353793,"score_spread":0.2940774269678322,"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."}}