{"id":"W2082066824","doi":"10.1016/j.ijrobp.2014.05.848","title":"Regional Nodal Radiation Therapy in Breast Cancer Patients With Positive Nodes Who Convert to Negative Nodes After Neoadjuvant Chemotherapy","year":2014,"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":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Radiation therapy; Chemotherapy; Regimen; Cancer; Mastectomy; Metastasis; Surgery","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":[0.0001617614,0.00009683724,0.0001998425,0.0002287617,0.0001884306,0.0003821381,0.0001561593,0.00022434,0.001601564],"category_scores_gemma":[0.0007974424,0.00008461039,0.0002368382,0.0003040197,0.0001706727,0.0002277908,0.0001778026,0.0002887237,0.0001539309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933989,"about_ca_system_score_gemma":0.0002757086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622766,"about_ca_topic_score_gemma":0.005818737,"domain_scores_codex":[0.9999022,0.00002628986,0.000008365493,0.0000125649,0.0000169016,0.00003361893],"domain_scores_gemma":[0.9997953,0.00006160733,0.00006329608,0.00001104569,0.00001364427,0.00005518024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001922861,0.0001969704,0.9868752,0.00002166608,0.00002823448,0.000547519,0.0001656052,0.0001335281,0.001359483,0.00004530298,0.0001353155,0.008568388],"study_design_scores_gemma":[0.00003697687,0.000871305,0.996924,0.000007535786,0.00005717311,0.0006330772,0.000438858,0.00012186,0.0002580751,0.00005225966,0.000595895,0.000003012158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985311,0.0003502864,0.00001818708,0.00003879725,0.000005651643,0.000006479529,0.00003473328,7.22853e-7,0.001014088],"genre_scores_gemma":[0.9994823,0.000154605,0.00001585255,0.00002388088,0.000005463118,0.00000411171,0.00006545012,5.516732e-7,0.0002478394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002622766,"threshold_uncertainty_score":0.005357802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00625484096191538,"score_gpt":0.2763577825508966,"score_spread":0.2701029415889812,"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."}}