{"id":"W2017587209","doi":"10.3747/co.20.1294","title":"Axillary Lymph Node Status, Adjusted for Pathologic Complete Response in Breast and Axilla after Neoadjuvant Chemotherapy, Predicts Differential Disease-Free Survival in Breast Cancer","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Breast Cancer Research Foundation; Conquer Cancer Foundation","keywords":"Medicine; Axilla; Breast cancer; Oncology; Sentinel lymph node; Internal medicine; Lymph node; Grading (engineering); Axillary Lymph Node Dissection; Axillary lymph nodes; Univariate analysis; Neoadjuvant therapy; Biopsy; Pathology; Cancer; Multivariate analysis; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007030707,0.0001661592,0.0001708677,0.0003361702,0.0001125779,0.0002456246,0.0001795136,0.0002104713,0.0009049467],"category_scores_gemma":[0.002189918,0.00009082768,0.000252671,0.000322942,0.0001428617,0.0001669424,0.0001504242,0.0001907713,0.0001462768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148361,"about_ca_system_score_gemma":0.000185728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008192846,"about_ca_topic_score_gemma":0.001732603,"domain_scores_codex":[0.9997311,0.00008995326,0.00003231956,0.00004510921,0.00006860004,0.00003284693],"domain_scores_gemma":[0.9989048,0.0004531413,0.0003820347,0.0000735705,0.00006914454,0.0001172596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001916552,0.000008695308,0.9980718,0.000005787189,0.00002096214,0.00004409558,0.000008027646,0.00007945309,0.0002518761,0.000004214998,0.00002731106,0.001286161],"study_design_scores_gemma":[0.000005637281,0.00009419234,0.9988853,0.000002436255,0.00003571413,0.0004502266,0.00001963031,0.0002612746,0.0001316101,0.00001447832,0.00009821439,0.000001219852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991861,0.0003311881,0.00008398083,0.00001912912,0.000003736696,0.000002765658,0.0001343998,0.000002354652,0.0002364887],"genre_scores_gemma":[0.9996643,0.00004660393,0.0000372615,0.000006585738,0.0000050813,0.000002176623,0.0001830257,7.807616e-7,0.00005408415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009049467,"threshold_uncertainty_score":0.003718197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166451973008748,"score_gpt":0.3101306098053481,"score_spread":0.2784660900752606,"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."}}