{"id":"W2023849177","doi":"10.1097/00006534-200205000-00017","title":"Implications of Axillary Sentinel Lymph Node Biopsy in Immediate Autologous Breast Reconstruction","year":2002,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Medicine; Breast cancer; Sentinel lymph node; Biopsy; Sentinel node; Mastectomy; Axilla; Breast reconstruction; Axillary Lymph Node Dissection; Surgery; Radiology; Cancer; 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":[0.001615211,0.0002315979,0.0001599947,0.0004187005,0.0003209953,0.0006023903,0.000313045,0.0005505276,0.001273446],"category_scores_gemma":[0.00761763,0.0001843799,0.0001878875,0.0001857358,0.0008420195,0.0003692994,0.0002597445,0.0005937636,0.000275303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024397,"about_ca_system_score_gemma":0.0008733206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259877,"about_ca_topic_score_gemma":0.00310872,"domain_scores_codex":[0.9989526,0.0006408229,0.0000686238,0.00005650345,0.0002028029,0.00007860461],"domain_scores_gemma":[0.9974735,0.001725593,0.0003036703,0.00006627833,0.0001993863,0.0002315259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005611725,0.00008305246,0.9065439,0.0001003654,0.0000267844,0.01067421,0.0001812817,0.001312972,0.002474757,0.0005477946,0.001734999,0.07575872],"study_design_scores_gemma":[0.000272672,0.00170129,0.8061299,0.0007854274,0.0002173228,0.1395702,0.004284443,0.02460712,0.006843851,0.00439006,0.01110859,0.0000891339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776178,0.00519209,0.003620001,0.004454035,0.0002948219,0.00004983059,0.00004683392,0.00004813115,0.008676337],"genre_scores_gemma":[0.9979318,0.0004897888,0.0009793502,0.0002471104,0.0001331115,0.000006936134,0.00001441724,0.000003519932,0.0001938976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615211,"threshold_uncertainty_score":0.00854218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130171878715594,"score_gpt":0.2223922217194347,"score_spread":0.2093750338478753,"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."}}