{"id":"W3093735455","doi":"10.1016/j.ijrobp.2020.07.1350","title":"Can Breast Cancer Receptor Status Predict Pain Response in Palliative Radiation for Bone Metastases?","year":2020,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Positive Living North; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Triple-negative breast cancer; Internal medicine; Oncology; Cancer; Palliative care; Radiation therapy; Metastatic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009000628,0.000245701,0.0005242282,0.0003884088,0.000150548,0.00058738,0.0003197848,0.0006030041,0.00269405],"category_scores_gemma":[0.00559191,0.0001292308,0.0005411322,0.0003877836,0.0002732661,0.0003868317,0.0002117636,0.0005904028,0.0007736831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998903,"about_ca_system_score_gemma":0.0002031145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087813,"about_ca_topic_score_gemma":0.002134169,"domain_scores_codex":[0.9995905,0.0001715934,0.00004514952,0.00004256958,0.00007855157,0.00007165433],"domain_scores_gemma":[0.9978908,0.001199623,0.0004863639,0.00005723571,0.0001753952,0.0001905711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226469,0.0001419838,0.9709746,0.00007997254,0.0001640684,0.0002064084,0.0000806509,0.0004321209,0.001197972,0.00005108085,0.0006496525,0.02479495],"study_design_scores_gemma":[0.00002871874,0.0006170875,0.9957769,0.00003237676,0.0001657231,0.0006148174,0.0002001352,0.001105162,0.0002639539,0.0001633338,0.001021083,0.00001063831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859775,0.006703092,0.0004384293,0.001525326,0.000124229,0.00002213127,0.0003414971,0.0000160482,0.00485176],"genre_scores_gemma":[0.9980247,0.000808583,0.0001392283,0.000217979,0.000115079,0.00000929466,0.000224523,0.000003899479,0.0004568477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00269405,"threshold_uncertainty_score":0.009012461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964197404597949,"score_gpt":0.3512961659140683,"score_spread":0.3216541918680887,"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."}}