{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201336,0.0001634167,0.000347695,0.0008475056,0.0002508663,0.000519641,0.0003623931,0.000328835,0.001425418],"category_scores_gemma":[0.005540837,0.0001943725,0.0004365015,0.001165343,0.0003547952,0.0003404333,0.0003015461,0.0006919393,0.0001636306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730559,"about_ca_system_score_gemma":0.0003667498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004923209,"about_ca_topic_score_gemma":0.00765672,"domain_scores_codex":[0.9995087,0.0002923206,0.00003449969,0.00003498818,0.00006094446,0.00006853404],"domain_scores_gemma":[0.9959309,0.00205742,0.001131489,0.0002563741,0.0002802616,0.0003436605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001419673,0.00006059064,0.9911742,0.0000555357,0.0001457625,0.0001056549,0.00009492964,0.0001193818,0.0003809683,0.00007951693,0.0001204451,0.006243487],"study_design_scores_gemma":[0.000009439359,0.0001576374,0.9989802,0.000007578716,0.0001088257,0.0002188884,0.00009840082,0.00007867315,0.0001075759,0.0000674026,0.0001618937,0.000003531691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895267,0.008697999,0.0001574641,0.0002387837,0.00001654864,0.00000497249,0.0001987071,0.000007057763,0.001151714],"genre_scores_gemma":[0.9982095,0.001282824,0.00004540711,0.00003143117,0.00002558682,0.00000335796,0.00009488732,0.000002223154,0.0003049025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004923209,"threshold_uncertainty_score":0.00978905,"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."}}