{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000432791,0.0006640334,0.001154162,0.0001244932,0.0001644857,0.00001833057,0.0005921938,0.000457452,0.0003122454],"category_scores_gemma":[0.00009766544,0.0005996402,0.0005842846,0.0004410381,0.0009345103,0.00004468378,0.0004253063,0.00027979,0.000007396415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823112,"about_ca_system_score_gemma":0.001893583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003073039,"about_ca_topic_score_gemma":0.0007594022,"domain_scores_codex":[0.9957633,0.0002118382,0.001243423,0.001351872,0.0005344379,0.000895152],"domain_scores_gemma":[0.9973245,0.0001829172,0.000564314,0.000846084,0.0007392359,0.0003429646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006066797,0.001127397,0.9551184,0.0002686411,0.001099881,0.00009245914,0.00007122435,0.0008265763,0.01044919,0.00001758437,0.004794614,0.02006727],"study_design_scores_gemma":[0.005143208,0.0001229572,0.9885981,0.000462256,0.000363079,0.0003683352,0.00003875803,0.00007443056,0.003092076,0.00003464653,0.001037888,0.0006642474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671563,0.0111245,0.0002168575,0.00412481,0.001277087,0.000789988,0.01512833,0.00004642216,0.0001357093],"genre_scores_gemma":[0.9820727,0.01142502,0.0004446598,0.003240591,0.001227401,0.001077175,0.00024322,0.0001270274,0.000142257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03347975,"threshold_uncertainty_score":0.9996455,"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."}}