{"id":"W4283703346","doi":"10.1016/j.ijrobp.2020.09.036","title":"A Viewpoint on Isolated Contralateral Axillary Lymph Node Involvement by Breast Cancer: Regional Recurrence or Distant Metastasis?","year":2022,"lang":"en","type":"editorial","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Breast cancer; Sentinel lymph node; Lymphovascular invasion; Ductal carcinoma; Mastectomy; Lobular carcinoma; Axillary Lymph Node Dissection; Perineural invasion; Axilla; Metastasis; Axillary lymph nodes; Lymph node; Radiation therapy; Radiology; Cancer; Pathology; Internal medicine","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":[0.01093313,0.004073883,0.005344993,0.003538831,0.004114317,0.007350623,0.005011235,0.03398846,0.007181328],"category_scores_gemma":[0.03172161,0.001848872,0.003168263,0.001990005,0.004382926,0.00579166,0.002484203,0.0522049,0.006036148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005351651,"about_ca_system_score_gemma":0.003817862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003479186,"about_ca_topic_score_gemma":0.008918648,"domain_scores_codex":[0.9949015,0.001104035,0.0007676598,0.0007997578,0.002025222,0.0004017584],"domain_scores_gemma":[0.9718365,0.01553368,0.001459789,0.0007066472,0.007102299,0.003361169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006340691,0.0000142069,0.00005391502,0.0002386029,0.00002982341,0.0001718149,0.00001494802,0.00001730343,0.00004422157,0.0004337345,0.9944468,0.004471328],"study_design_scores_gemma":[0.0002644519,0.00007315463,0.000768565,0.0011696,0.0002864748,0.0007838649,0.0001082781,0.0002480108,0.0001286184,0.002376043,0.9937425,0.00005041086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002994439,0.008308912,0.00006067062,0.05679749,0.9340919,0.000007310988,0.00002831103,0.000015311,0.0006601164],"genre_scores_gemma":[0.0003182532,0.003945352,0.00004875144,0.04859251,0.9449446,0.00001413926,0.00001493421,0.00001346065,0.002108085],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03398846,"threshold_uncertainty_score":0.05782062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479422368513731,"score_gpt":0.316708307522746,"score_spread":0.3019140838376086,"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."}}