{"id":"W2761656342","doi":"10.21037/apm.2017.09.03","title":"Genetic biomarkers associated with response to palliative radiotherapy in patients with painful bone metastases","year":2017,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; Queen's University; Lunenfeld-Tanenbaum Research Institute; Health Sciences Centre; Mount Sinai Hospital; Sinai Health System; Sunnybrook Health Science Centre","funders":"Joey and Mary Furfari Cancer Research Fund","keywords":"Medicine; Radiation therapy; Palliative care; Oncology; Internal medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004230764,0.0001987891,0.0003115156,0.0003671145,0.0001891982,0.0002756568,0.0001777024,0.0003455652,0.001177646],"category_scores_gemma":[0.001621389,0.00008743261,0.0003688232,0.0005550396,0.0001869579,0.0001140782,0.0002026862,0.0003625437,0.0001405731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526153,"about_ca_system_score_gemma":0.0001431075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000569707,"about_ca_topic_score_gemma":0.0007758422,"domain_scores_codex":[0.9997925,0.00007174924,0.00002559098,0.00004338882,0.0000386538,0.00002814071],"domain_scores_gemma":[0.9990569,0.0003006719,0.0004377601,0.00003287828,0.00006913271,0.0001027594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006016995,0.00003055653,0.9934092,0.00002578879,0.0000880224,0.0002177749,0.0000398554,0.0002581707,0.002519585,0.00001740845,0.00009070038,0.002701297],"study_design_scores_gemma":[0.00002165302,0.0002475312,0.99797,0.000007832517,0.00005968574,0.0006585188,0.00005728181,0.0005272399,0.0002948107,0.00004419963,0.0001078138,0.00000348997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992804,0.0002984253,0.0001227819,0.00004287947,0.000003529216,0.000006043794,0.0001228588,0.000002899253,0.0001201507],"genre_scores_gemma":[0.9996272,0.00004965053,0.0001249337,0.000015742,0.000004940032,0.000005543041,0.0001223281,9.594204e-7,0.00004869127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001177646,"threshold_uncertainty_score":0.003939569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05982844835005818,"score_gpt":0.3612094381737137,"score_spread":0.3013809898236555,"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."}}