{"id":"W2885377660","doi":"10.1007/s00066-018-1343-x","title":"Impact of postmastectomy radiotherapy on the outcomes of breast cancer patients with T1–2 N1 disease","year":2018,"lang":"en","type":"article","venue":"Strahlentherapie und Onkologie","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Medicine; Radiation therapy; Internal medicine; Breast cancer; Oncology; Proportional hazards model; Univariate analysis; Multivariate analysis; Adjuvant; Stage (stratigraphy); Adjuvant therapy; Survival analysis; Cancer; Surgery","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":[0.001126895,0.0002078447,0.000386474,0.0003839508,0.0003297602,0.0005248077,0.0002797574,0.0003065954,0.001824418],"category_scores_gemma":[0.002106547,0.0001069651,0.00109789,0.0006561336,0.0002653282,0.0004049311,0.000438614,0.0004796357,0.0002142012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600596,"about_ca_system_score_gemma":0.0006302236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003574123,"about_ca_topic_score_gemma":0.006612251,"domain_scores_codex":[0.9992574,0.0003211005,0.00006601211,0.00009241045,0.0001300699,0.0001329707],"domain_scores_gemma":[0.9990929,0.0002647768,0.0003360237,0.00007657914,0.00008571894,0.0001439277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0171271,0.0005928054,0.9414569,0.0002271703,0.001638797,0.0001401584,0.0001826266,0.0005301202,0.001270743,0.0001517478,0.00053204,0.03614984],"study_design_scores_gemma":[0.000142646,0.002757906,0.9946214,0.00002863564,0.0007262256,0.0001076897,0.0001088505,0.00008914018,0.0003118858,0.00006945859,0.001030062,0.000006155519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941466,0.003146916,0.00007212318,0.0001782349,0.00003282433,0.00001776274,0.0004632019,0.000001927508,0.001940342],"genre_scores_gemma":[0.9978192,0.000835984,0.00003484729,0.00008339364,0.00004030265,0.00001568816,0.0006244465,0.0000024847,0.0005435535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003574123,"threshold_uncertainty_score":0.007106662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208959588525172,"score_gpt":0.3038242256798859,"score_spread":0.2917346297946342,"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."}}