{"id":"W2757024841","doi":"10.1016/j.ijrobp.2017.06.649","title":"Twice-Daily Radiation Therapy for Recurrent or Resistant Breast Cancer","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":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Breast cancer; Regimen; Axillary lymph nodes; Lymph; Surgery; Dose fractionation; Internal medicine; Oncology; Cancer; Pathology","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":[0.0005806734,0.0003536516,0.001226173,0.0006133877,0.0005208997,0.0003271583,0.0005608567,0.0005259705,0.003898507],"category_scores_gemma":[0.0007173186,0.0001709425,0.0006498537,0.0005848776,0.0003266244,0.0004011524,0.0002724454,0.0008570922,0.0006335123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916096,"about_ca_system_score_gemma":0.0003164016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057382,"about_ca_topic_score_gemma":0.001970043,"domain_scores_codex":[0.9997403,0.00009761491,0.0000153189,0.00004177485,0.0000426328,0.00006227849],"domain_scores_gemma":[0.9996973,0.00008508109,0.00004483086,0.00007806861,0.00001801245,0.00007679701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1099534,0.02113524,0.03916958,0.001259441,0.001190475,0.0009054091,0.001373,0.002426249,0.2878162,0.0006519987,0.003636831,0.5304822],"study_design_scores_gemma":[0.009475295,0.5013758,0.3384763,0.0002429046,0.001606038,0.005064572,0.0009036113,0.002311852,0.108457,0.000736776,0.03124136,0.0001084277],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904565,0.005971342,0.0004170522,0.0001988509,0.0001412739,0.0001199603,0.000143824,0.00005784205,0.00249326],"genre_scores_gemma":[0.9937155,0.002324345,0.0004473367,0.000130289,0.00008880057,0.00007369988,0.0001573337,0.00002888095,0.00303387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003898507,"threshold_uncertainty_score":0.01304179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751834200490864,"score_gpt":0.3640332491912501,"score_spread":0.3365149071863414,"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."}}