{"id":"W2203649236","doi":"10.1007/s10549-015-3666-y","title":"The relationship between local recurrence and death in early-stage breast cancer","year":2015,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital","funders":"","keywords":"Breast cancer; Medicine; Stage (stratigraphy); Lymphovascular invasion; Cancer; Oncology; Tamoxifen; Internal medicine; Radiation therapy; Survival rate; Gynecology; Metastasis","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":[],"consensus_categories":[],"category_scores_codex":[0.0003371245,0.0002251324,0.0001966072,0.00007391231,0.0003736717,0.00008161782,0.0001284799,0.0000962464,0.00000550283],"category_scores_gemma":[0.00003076798,0.0001489672,0.00003286362,0.0002089248,0.0004271525,0.0000151649,0.0001858768,0.0001623798,0.000005050795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000426374,"about_ca_system_score_gemma":0.0004039626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02025549,"about_ca_topic_score_gemma":0.01199691,"domain_scores_codex":[0.9982719,0.0001713369,0.0001810023,0.0005135009,0.0003073948,0.0005548211],"domain_scores_gemma":[0.9990092,0.0001707059,0.00004608032,0.0002900688,0.0001850335,0.0002989155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000687489,0.00008395488,0.9513525,0.00000954286,0.0001189398,0.00001048767,0.0002289081,0.000007245222,0.00001155252,0.0002885529,0.0001944215,0.04700644],"study_design_scores_gemma":[0.002019625,0.000271835,0.9937607,0.00006638349,0.00002384352,0.00003950585,0.0003162139,0.000006137267,0.0001906773,0.0003838519,0.002773735,0.0001474704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825758,0.01167833,0.00001538674,0.00424824,0.00005732501,0.0004131955,0.0008188409,0.000009864515,0.0001830732],"genre_scores_gemma":[0.9931682,0.005148963,0.00002000399,0.00001844738,0.0002608502,0.0007159797,0.00003762275,0.00002158237,0.0006083294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04685897,"threshold_uncertainty_score":0.9862687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211237201951306,"score_gpt":0.3945836573270137,"score_spread":0.2734599371318831,"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."}}