{"id":"W2040839197","doi":"10.3816/cbc.2008.n.028","title":"Basal Breast Cancer Molecular Subtype Predicts for Lower Incidence of Axillary Lymph Node Metastases in Primary Breast Cancer","year":2008,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Breast cancer; Medicine; Lymphovascular invasion; Oncology; Lumpectomy; Internal medicine; Axilla; Progesterone receptor; Pathology; Lymph node; Cancer; Stage (stratigraphy); Immunohistochemistry; Biopsy; Estrogen receptor; Mastectomy; Metastasis; Biology","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":[0.0004390226,0.0001844981,0.0003845809,0.0003888987,0.0002409239,0.0005746377,0.0002284564,0.0002981153,0.002562809],"category_scores_gemma":[0.00178961,0.0001726713,0.0003676509,0.0005589134,0.0001665194,0.0001842046,0.000127804,0.0004771731,0.0003305537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203039,"about_ca_system_score_gemma":0.00030977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192251,"about_ca_topic_score_gemma":0.003391372,"domain_scores_codex":[0.9998187,0.0000741744,0.00001582583,0.00002630191,0.00003712005,0.00002793084],"domain_scores_gemma":[0.9990778,0.000296506,0.0002322526,0.00009979444,0.0001029124,0.0001907456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006723118,0.00005810721,0.994665,0.00001382635,0.00006190857,0.00006022502,0.00003164858,0.00004383984,0.001642352,0.00002015751,0.00009505216,0.002635539],"study_design_scores_gemma":[0.000006878768,0.00008540432,0.9990703,0.000002309006,0.00005102629,0.000220692,0.00006034851,0.00005262827,0.0002873051,0.00002571611,0.0001361494,0.000001182887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978731,0.0008084366,0.00009155887,0.00008350033,0.00001258149,0.000003449587,0.0002109837,0.000004617454,0.0009117896],"genre_scores_gemma":[0.9990039,0.0002365956,0.00004760908,0.00002613187,0.00001393087,0.000002319824,0.0001952577,0.000002341848,0.0004719459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003192251,"threshold_uncertainty_score":0.008573472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142543874741181,"score_gpt":0.3208097128496745,"score_spread":0.2993842741022626,"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."}}