{"id":"W2075153856","doi":"10.1016/j.ijrobp.2008.04.034","title":"Patients With T1 to T2 Breast Cancer With One to Three Positive Nodes Have Higher Local and Regional Recurrence Risks Compared With Node-Negative Patients After Breast-Conserving Surgery and Whole-Breast Radiotherapy","year":2008,"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":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Hazard ratio; Internal medicine; Breast-conserving surgery; Proportional hazards model; Oncology; Multivariate analysis; Radiation therapy; Cancer; Confidence interval; Mastectomy; Gynecology","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":[0.0002151674,0.0001880881,0.0002857279,0.0003040719,0.0003696825,0.0003731825,0.0001548692,0.0003579028,0.003668115],"category_scores_gemma":[0.0007659317,0.0001207772,0.0004979349,0.0003764146,0.0002252354,0.0003200232,0.0001840868,0.0003841864,0.0003586395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334132,"about_ca_system_score_gemma":0.0002449488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744175,"about_ca_topic_score_gemma":0.002568566,"domain_scores_codex":[0.9998904,0.00003062071,0.0000095198,0.00001978308,0.00001690504,0.00003269021],"domain_scores_gemma":[0.9995597,0.0001195829,0.0001311745,0.00003166164,0.00002404298,0.0001337853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001454328,0.0001020597,0.989325,0.00001645587,0.0000989023,0.0003031485,0.0002000451,0.00005762244,0.003630049,0.00005541983,0.0001220045,0.004635044],"study_design_scores_gemma":[0.00002363716,0.0003439598,0.9976029,0.00000217434,0.00005418516,0.0009491484,0.0002310772,0.00004919618,0.0003972324,0.00007387222,0.0002685061,0.000004077232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990937,0.0002299255,0.000045725,0.00004771226,0.000005643642,0.000001988352,0.00003951806,0.000001421574,0.0005344088],"genre_scores_gemma":[0.9990724,0.0001029731,0.00004520356,0.00004843321,0.00001077515,0.000002431048,0.0001081701,0.000002384027,0.0006071642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003668115,"threshold_uncertainty_score":0.01227111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850852387221996,"score_gpt":0.2809739614797251,"score_spread":0.2624654376075051,"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."}}