{"id":"W3157458306","doi":"10.1245/s10434-021-09918-8","title":"ASO Visual Abstract: Sentinel Node Biopsy Should Not Be Routine in Older Patients with ER-Positive HER2-Negative Breast Cancer Who Are Willing and Able to Take Hormone Therapy","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Surgical oncology; Breast cancer; Sentinel node; HER2 negative; Hormone therapy; Biopsy; Oncology; Internal medicine; General surgery; Cancer; Metastatic breast cancer","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":[0.001124748,0.0004309593,0.0007202973,0.0004914384,0.0006823309,0.001153251,0.0005717376,0.003377746,0.08827055],"category_scores_gemma":[0.01003558,0.000196797,0.0003243536,0.0003105723,0.0003993815,0.0007338665,0.0004573606,0.001659391,0.02408232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744695,"about_ca_system_score_gemma":0.0007877328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804392,"about_ca_topic_score_gemma":0.005271338,"domain_scores_codex":[0.9994665,0.0001544227,0.00007561733,0.00004560189,0.0001902342,0.00006752686],"domain_scores_gemma":[0.9948314,0.001883104,0.0004459015,0.0002507975,0.00160523,0.0009835735],"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":[0.000546233,0.00006645013,0.004909155,0.000223004,0.0000111524,0.0007504852,0.00001808731,0.00003697928,0.0008707047,0.0002406991,0.9556818,0.03664515],"study_design_scores_gemma":[0.0008702406,0.0008124975,0.1003668,0.001447859,0.00007102964,0.005658782,0.0004711941,0.0004682157,0.001847475,0.003953712,0.8839632,0.00006893153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04848011,0.01664344,0.002954985,0.4756095,0.1167752,0.0005258918,0.009259078,0.001580049,0.3281718],"genre_scores_gemma":[0.2319732,0.0111796,0.005613373,0.3076967,0.113082,0.0004848458,0.005675608,0.0007921173,0.3235026],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08827055,"threshold_uncertainty_score":0.2952944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299749863409322,"score_gpt":0.337817564215981,"score_spread":0.3048200655818878,"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."}}