{"id":"W7116980363","doi":"10.1016/s1470-2045(25)00598-4","title":"Oncological outcomes with and without axillary lymph node dissection in patients with residual micrometastases after neoadjuvant chemotherapy (OPBC-07/microNAC): an international, retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"National Cancer Institute; National Institutes of Health","keywords":"Retrospective cohort study; Chemotherapy; Dissection (medical); Breast cancer; Cancer; Lymph node; Axillary Dissection; Cohort study","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":[0.0008779128,0.0003250606,0.0004787589,0.0008212008,0.0003891636,0.0006292684,0.0004664312,0.0003817173,0.0007598089],"category_scores_gemma":[0.001534613,0.0003710861,0.0006342013,0.001298045,0.0003381759,0.0004917774,0.0005695142,0.0005177779,0.000186268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265935,"about_ca_system_score_gemma":0.0004903909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005445588,"about_ca_topic_score_gemma":0.006740822,"domain_scores_codex":[0.9994559,0.00009503824,0.00006681414,0.0001986366,0.00008108919,0.0001024694],"domain_scores_gemma":[0.9986595,0.0001564385,0.0007064991,0.000163395,0.0001033881,0.0002108964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002118621,0.00001927302,0.9991436,0.000006049575,0.00005265372,0.00005713566,0.00003394364,0.00002213442,0.00008963903,0.000005980293,0.00004504583,0.0003127433],"study_design_scores_gemma":[0.00002901259,0.0002032478,0.9986809,0.000007817446,0.00008200536,0.0004442449,0.0001526218,0.0001069598,0.00005391297,0.00001078413,0.0002231736,0.000005267394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989921,0.0001817079,0.00003534043,0.00001043935,0.000002992219,0.00001471282,0.0006048293,0.000001199249,0.0001565615],"genre_scores_gemma":[0.9987229,0.0001184735,0.00005710153,0.00002070117,0.000007351513,0.00002302655,0.0009904824,0.000001836026,0.00005804037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005445588,"threshold_uncertainty_score":0.01082778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008727459523990287,"score_gpt":0.2993103599565483,"score_spread":0.290582900432558,"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."}}