{"id":"W3093593169","doi":"10.1016/j.ijrobp.2020.07.1053","title":"A Retrospective Study of Low-Risk, Node-Positive Patients Eligible for the Canadian Cancer Trial Group MA.39 (TAILOR RT) Randomized Trial of Regional Nodal Radiotherapy","year":2020,"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":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Lymphovascular invasion; Mastectomy; Oncology; Radiation therapy; Internal medicine; Sentinel node; Breast-conserving surgery; Retrospective cohort study; Sentinel lymph node; Axillary Lymph Node Dissection; Randomized controlled trial; Population; Clinical endpoint; Cancer; Lymph node; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00171139,0.0007764783,0.001546431,0.0002718781,0.001538669,0.001046934,0.0009314318,0.0008848349,0.005162008],"category_scores_gemma":[0.00307832,0.0005819014,0.00113281,0.001180084,0.001259018,0.0004787616,0.0004483325,0.00121077,0.0006204968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003229508,"about_ca_system_score_gemma":0.005526704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.117534,"about_ca_topic_score_gemma":0.1699334,"domain_scores_codex":[0.9983575,0.0004932962,0.0001305665,0.0004154478,0.000262724,0.0003404346],"domain_scores_gemma":[0.9980929,0.0003892631,0.0005496441,0.0002793537,0.0002451378,0.0004436093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2401119,0.003113054,0.716478,0.0005598909,0.004033187,0.000883861,0.0009046671,0.0006232023,0.007084992,0.001500977,0.005511878,0.01919433],"study_design_scores_gemma":[0.04830907,0.01706645,0.9165772,0.0001096926,0.003794432,0.0009050597,0.0007891271,0.0008822074,0.0007301567,0.0009903186,0.009714634,0.0001317353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945033,0.001104341,0.0002412135,0.0001716464,0.00003667763,0.0005001269,0.00172276,0.000009368406,0.001710754],"genre_scores_gemma":[0.9953403,0.000244379,0.0003283672,0.0005152853,0.00005299719,0.0002509569,0.00214577,0.00001255959,0.001109292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.117534,"threshold_uncertainty_score":0.2336997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574258169787545,"score_gpt":0.3164085116889548,"score_spread":0.3006659299910794,"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."}}