{"id":"W2005527970","doi":"10.1007/bf02557270","title":"Biology of lymphatic metastases in breast cancer: Lessons learned from sentinel node biopsy","year":2002,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Sentinel node; Medicine; Lymphatic system; Biopsy; Sentinel lymph node; Breast cancer; Surgical oncology; Gamma probe; Axilla; Metastatic breast cancer; Lymph node; Axillary Lymph Node Dissection; Cancer; Dissection (medical); Metastasis; Pathology; Radiology; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478725,0.0001881771,0.0006278703,0.0000887344,0.00002751929,0.000002318893,0.0001806512,0.0002132607,0.0003681173],"category_scores_gemma":[0.00002175052,0.0001611659,0.00017107,0.0001832315,0.0003786561,0.000004581008,0.0001491832,0.00006367897,0.000008419245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002003294,"about_ca_system_score_gemma":0.00006466548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406289,"about_ca_topic_score_gemma":0.0001137055,"domain_scores_codex":[0.9985442,0.0002171326,0.0004420023,0.0003880835,0.00008652662,0.0003220226],"domain_scores_gemma":[0.999131,0.0001550153,0.0002501204,0.0002588384,0.0001341181,0.00007088594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002839596,0.005395278,0.5043952,0.0001227831,0.002669599,0.0002832045,0.0004266517,0.0002869036,0.2118119,0.001615447,0.01320247,0.256951],"study_design_scores_gemma":[0.01931282,0.001126339,0.3058964,0.0002823092,0.0005356047,0.0003943681,0.0006010989,0.0003511452,0.2267015,0.002911569,0.4405024,0.001384369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407158,0.009795589,0.000009973387,0.04650239,0.0001125972,0.00009256467,0.0008938304,0.000008526692,0.001868725],"genre_scores_gemma":[0.9618214,0.03738264,0.0001173539,0.0003527764,0.0001128409,0.00003846892,0.0001147069,0.0000143101,0.00004546777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4272999,"threshold_uncertainty_score":0.6572156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035742593279115,"score_gpt":0.3809330035013437,"score_spread":0.2773587441734323,"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."}}