{"id":"W2079220889","doi":"10.1155/2015/405949","title":"Controversial Indications for Sentinel Lymph Node Biopsy in Breast Cancer Patients","year":2015,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Sentinel lymph node; Axilla; Breast cancer; Axillary Lymph Node Dissection; Biopsy; Stage (stratigraphy); General surgery; Surgery; 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":[0.00155746,0.0003912684,0.001193734,0.001456418,0.0001931367,0.0007995287,0.0009510639,0.001099803,0.001876708],"category_scores_gemma":[0.00301517,0.0001915027,0.0005387484,0.00144861,0.0007153807,0.001039238,0.0004031793,0.001411624,0.0007651307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005730002,"about_ca_system_score_gemma":0.00117963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009693057,"about_ca_topic_score_gemma":0.002054417,"domain_scores_codex":[0.9995424,0.0001352148,0.0000974438,0.00006569915,0.0001375242,0.00002174862],"domain_scores_gemma":[0.9988903,0.000717403,0.0001557483,0.00001600425,0.0001766068,0.00004397978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001132031,0.00002332366,0.00112131,0.01691072,0.0001008797,0.0004264357,0.00008921817,0.0002181923,0.0005323294,0.003083442,0.02584958,0.9515314],"study_design_scores_gemma":[0.00009130777,0.0001640449,0.006563695,0.02995792,0.0005422984,0.009759161,0.0003833997,0.0001877039,0.0006004181,0.006000475,0.9456906,0.00005899902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000143369,0.9983949,0.00007016275,0.0007639697,0.0001568957,0.000001754361,0.00001128036,0.000002196882,0.0004554468],"genre_scores_gemma":[0.001873954,0.9964915,0.0002109737,0.0008181209,0.0003840536,0.000005627161,0.0000355954,0.000001635621,0.000178507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001876708,"threshold_uncertainty_score":0.008236706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07940540611668834,"score_gpt":0.444160149630996,"score_spread":0.3647547435143077,"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."}}