{"id":"W2742805009","doi":"10.1016/j.ijrobp.2017.07.043","title":"Hypofractionated Nodal Radiation Therapy for Breast Cancer Was Not Associated With Increased Patient-Reported Arm or Brachial Plexopathy Symptoms","year":2017,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia; BC Cancer Agency; University of Saskatchewan; University of Alberta; Saskatchewan Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Brachial Plexopathy; Radiation therapy; Dose fractionation; Cohort; Cancer; Internal medicine; Multivariate analysis; Nuclear medicine; Surgery; Radiology; Brachial plexus","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":[0.0003211194,0.0003067061,0.0004597251,0.00009638437,0.0003785048,0.00007897166,0.0004802576,0.0003053382,0.00004897944],"category_scores_gemma":[0.0005713766,0.0002360952,0.0002278206,0.00006986109,0.0002463329,0.000105169,0.00007295496,0.0002270728,0.000002319606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000586462,"about_ca_system_score_gemma":0.0009902705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002098659,"about_ca_topic_score_gemma":0.0001137528,"domain_scores_codex":[0.9982162,0.0001737461,0.000650307,0.0003749866,0.000298671,0.0002861472],"domain_scores_gemma":[0.9951299,0.0002334989,0.002754316,0.0002623922,0.001507872,0.0001120486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01162661,0.001369846,0.5473462,0.000003939129,0.004879921,0.00002617869,0.0002182793,0.0005285628,0.02081966,0.0002695223,0.001124754,0.4117866],"study_design_scores_gemma":[0.02249311,0.003369692,0.9328818,0.00006219701,0.0003195422,0.0002888255,0.00007063001,0.0005959241,0.025221,0.0005131379,0.01372233,0.0004618103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919522,0.0002869642,0.001400194,0.002512146,0.002199116,0.0004151418,0.001127632,0.00002613924,0.00008040152],"genre_scores_gemma":[0.9939885,0.00082651,0.000347649,0.001180694,0.002789458,0.0001104278,0.0006735593,0.00004950733,0.00003374467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113247,"threshold_uncertainty_score":0.9627684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184989996128151,"score_gpt":0.3187156549638356,"score_spread":0.3002166553510205,"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."}}