{"id":"W2158752359","doi":"10.1016/j.ijrobp.2009.04.073","title":"Prognostic Significance of Number of Positive Nodes: A Long-Term Study of One to Two Nodes Versus Three Nodes in Breast Cancer Patients","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta; Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Medicine; Lymph; Axillary lymph nodes; Breast cancer; Stage (stratigraphy); Axillary nodes; Population; Internal medicine; Oncology; Survival analysis; Survival rate; Statistical significance; Cancer; Surgery; Pathology","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":[0.0007861048,0.0002803098,0.0003928242,0.000399445,0.0004935453,0.0005464363,0.0004037028,0.0007406387,0.0009057542],"category_scores_gemma":[0.002283577,0.0001779811,0.0005058605,0.0005435603,0.0004647714,0.0007412328,0.0003544759,0.0007201933,0.0001805873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003267092,"about_ca_system_score_gemma":0.000287212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612022,"about_ca_topic_score_gemma":0.0030633,"domain_scores_codex":[0.9997541,0.0000754274,0.00002034023,0.00004746257,0.00003501249,0.00006751712],"domain_scores_gemma":[0.9979923,0.0005816057,0.0005135974,0.0001480452,0.0001623079,0.0006022053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004449796,0.0001526977,0.9913647,0.00001127632,0.00008134725,0.0001646176,0.00008236386,0.0001083373,0.001357237,0.00001644603,0.0000444915,0.002166662],"study_design_scores_gemma":[0.00003661916,0.001097263,0.9977361,0.000004256098,0.0001118054,0.0002572357,0.0001685176,0.0001596109,0.0001991803,0.00003832115,0.0001831138,0.000007808942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999268,0.000411839,0.00003707478,0.00003357589,0.000009675611,0.000002251921,0.00006015386,7.943862e-7,0.0001766682],"genre_scores_gemma":[0.9995339,0.0001072334,0.00001887855,0.00001695068,0.00001789834,0.000003269949,0.0001287823,9.861408e-7,0.0001721806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002612022,"threshold_uncertainty_score":0.005193591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532976564496448,"score_gpt":0.3403401903992536,"score_spread":0.3250104247542892,"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."}}