{"id":"W2031676417","doi":"10.4061/2011/504940","title":"Issues Related to Sentinel Lymph Node Assessment in the Management of Breast Cancer—What Are Relevant in Pathology Reports?","year":2011,"lang":"en","type":"article","venue":"Pathology Research International","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Canadian Red Cross Society","funders":"","keywords":"Medicine; Breast cancer; Sentinel node; Dissection (medical); Axillary Dissection; Biopsy; Axillary Lymph Node Dissection; Lymph node; Radiology; Axilla; Sentinel lymph node; Metastasis; Cancer; General surgery; Pathology; 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":[0.1146777,0.0009009243,0.002941591,0.008320675,0.002526836,0.01091067,0.004301838,0.006866931,0.001961476],"category_scores_gemma":[0.2526205,0.001320298,0.00141078,0.00954973,0.0133047,0.01952451,0.002737109,0.006220122,0.001765575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004232685,"about_ca_system_score_gemma":0.005561733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312865,"about_ca_topic_score_gemma":0.009446636,"domain_scores_codex":[0.9365261,0.03493478,0.01482712,0.00141229,0.01134234,0.0009574041],"domain_scores_gemma":[0.6779359,0.2178455,0.04431252,0.007204295,0.04770131,0.005000468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004076226,0.0002331259,0.05009515,0.01474917,0.0003619176,0.002821024,0.004522128,0.00046098,0.001023338,0.01032161,0.09270016,0.8223037],"study_design_scores_gemma":[0.000271487,0.00206131,0.1391877,0.09314372,0.001620719,0.05806007,0.06577525,0.003052588,0.002234527,0.08783168,0.5459209,0.000840003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01073757,0.6263033,0.003894413,0.3338446,0.02050702,0.0001366538,0.0001311999,0.0000742448,0.004370942],"genre_scores_gemma":[0.1467981,0.6395263,0.0169936,0.09227887,0.1021633,0.0002554119,0.0002274373,0.000133672,0.001623375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1146777,"threshold_uncertainty_score":0.6064807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499863159835148,"score_gpt":0.3971585053827829,"score_spread":0.3521598737844314,"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."}}