{"id":"W2911838586","doi":"10.1158/1538-7445.sabcs18-es7-1","title":"Abstract ES7-1: Methods to minimize the false negative rate of sentinel lymph node surgery after neoadjuvant chemotherapy for node positive breast cancer","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Sentinel node; Sentinel lymph node; Lymph node; Axillary Lymph Node Dissection; Axillary Dissection; Axilla; Chemotherapy; Dissection (medical); Neoadjuvant therapy; Surgery; Cancer; Radiology; Internal medicine; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00301484,0.0003760015,0.0005619389,0.0009562237,0.0001902569,0.0004531159,0.0006201542,0.0003704281,0.003797557],"category_scores_gemma":[0.004980105,0.000183355,0.0003398522,0.0004747597,0.0002730518,0.000449312,0.0004279695,0.0003546846,0.0008864268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002212587,"about_ca_system_score_gemma":0.0004854047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002959816,"about_ca_topic_score_gemma":0.0007891813,"domain_scores_codex":[0.9985714,0.0006329548,0.000122347,0.0001371671,0.0004864733,0.00004962283],"domain_scores_gemma":[0.9969845,0.001163165,0.0004938769,0.0002486588,0.001015577,0.00009421253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005190203,0.0008308436,0.02913362,0.001161091,0.0002412282,0.0003302567,0.0001852428,0.002959174,0.1598966,0.001473837,0.005353153,0.7932447],"study_design_scores_gemma":[0.001622384,0.01875197,0.1370836,0.0006431883,0.001446534,0.004825297,0.0005913789,0.1367005,0.6337607,0.003462326,0.06088002,0.000232052],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6672116,0.01108303,0.306844,0.0007498924,0.000733652,0.001599148,0.0006946095,0.001878022,0.009206144],"genre_scores_gemma":[0.7115606,0.002043647,0.2750439,0.0005063707,0.0002889707,0.001025294,0.001108871,0.0004002461,0.008022041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003797557,"threshold_uncertainty_score":0.01594424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892264565437673,"score_gpt":0.4034938767912588,"score_spread":0.3645712311368821,"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."}}