{"id":"W2921234713","doi":"10.1016/j.clbc.2019.03.002","title":"Isolated Tumor Cells in Sentinel Lymph Nodes of Primary Invasive Breast Carcinoma: A Cohort Analysis","year":2019,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Immunohistochemistry; Breast cancer; Sentinel node; Sentinel lymph node; Cohort; Pathology; Oncology; Lymph node; Internal medicine; Cancer","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":[0.0006554608,0.0004083297,0.0004872643,0.0009053443,0.0006911953,0.0009078229,0.0007184692,0.0005316609,0.001781252],"category_scores_gemma":[0.001936066,0.0005202856,0.0005570589,0.001098844,0.000390201,0.0005299162,0.0007926249,0.0006963726,0.0004027073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747738,"about_ca_system_score_gemma":0.0004630545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005136754,"about_ca_topic_score_gemma":0.006129023,"domain_scores_codex":[0.9992136,0.0001664759,0.00006246951,0.0002843417,0.000121878,0.0001513153],"domain_scores_gemma":[0.9986505,0.0002664422,0.0003714178,0.0003022723,0.0002005689,0.0002087413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003834594,0.00004479052,0.9967054,0.000008975651,0.00009932881,0.000157012,0.0001180449,0.00002493938,0.001369716,0.00001951336,0.00007273271,0.0009961051],"study_design_scores_gemma":[0.00001308959,0.000185202,0.9978892,0.000004575429,0.0001046781,0.0005953732,0.0003900927,0.0001043862,0.0003706427,0.00002943061,0.0003074606,0.000005804545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991238,0.000208932,0.0001142605,0.00001059936,0.000004262278,0.000007140784,0.0002975961,0.000002218869,0.0002312124],"genre_scores_gemma":[0.9991608,0.0001118635,0.00005231272,0.00001323972,0.00000634445,0.000009631793,0.0003946273,0.000004296158,0.0002470471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005136754,"threshold_uncertainty_score":0.01021373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094837282336081,"score_gpt":0.2779729871229463,"score_spread":0.2670246142995855,"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."}}