{"id":"W3093934681","doi":"10.1245/s10434-020-09211-0","title":"Oncologic Safety of Sentinel Lymph Node Biopsy Alone After Neoadjuvant Chemotherapy for Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Sentinel lymph node; Interquartile range; Breast cancer; Biopsy; Surgical oncology; Axilla; Surgery; Neoadjuvant therapy; Sentinel node; Cancer; Radiology; 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":[0.00139658,0.0001227297,0.000360731,0.0002622483,0.0001847465,0.000383676,0.0001499938,0.0003444538,0.001604793],"category_scores_gemma":[0.004164656,0.00006819533,0.0002923908,0.0003353271,0.0002631435,0.0003545443,0.0001322986,0.0003745453,0.0002090221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158229,"about_ca_system_score_gemma":0.0005249462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007924972,"about_ca_topic_score_gemma":0.002477634,"domain_scores_codex":[0.9991747,0.0005156492,0.00004805512,0.0000632849,0.0001485657,0.00004984353],"domain_scores_gemma":[0.9963518,0.002119115,0.0007797268,0.0002211336,0.0003116369,0.0002164424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07772776,0.0008059317,0.7362947,0.0005129714,0.0005571755,0.0005390971,0.0002589523,0.001096576,0.01625295,0.0004878662,0.0008381371,0.164628],"study_design_scores_gemma":[0.000454838,0.02724485,0.9559413,0.0001395241,0.0007752374,0.001112634,0.0004850095,0.001243287,0.007558389,0.0006880472,0.004335681,0.00002125346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886675,0.005803886,0.00023164,0.0004157153,0.0001042562,0.00001734724,0.0002022587,0.000005013508,0.004552215],"genre_scores_gemma":[0.9985383,0.0007377976,0.00007176906,0.00009655797,0.00005887819,0.00000544032,0.00008939354,0.000001959098,0.0003999794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604793,"threshold_uncertainty_score":0.00738591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414050210745037,"score_gpt":0.3352932464763757,"score_spread":0.3011527443689253,"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."}}