{"id":"W2559122070","doi":"10.1111/tbj.12727","title":"How Wide Should Margins Be for Phyllodes Tumors of the Breast?","year":2016,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement; Université Laval","funders":"","keywords":"Medicine; Biopsy; Distant metastasis; Phyllodes tumor; Surgery; Breast cancer; Retrospective cohort study; Radiology; Wide local excision; Cancer; Metastasis; General surgery; Internal medicine","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":[0.0005751202,0.0001803178,0.0003001896,0.0000650663,0.000290465,0.000043849,0.000394008,0.00006806649,0.00016816],"category_scores_gemma":[0.00008186942,0.00006576092,0.0004023025,0.000150742,0.000279674,0.0001207543,0.00008531138,0.0002832596,0.000004621865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007227883,"about_ca_system_score_gemma":0.0002324001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001860686,"about_ca_topic_score_gemma":0.000005809086,"domain_scores_codex":[0.9986801,0.00009500641,0.0002704642,0.0001473419,0.000440108,0.0003670058],"domain_scores_gemma":[0.9986329,0.0001869908,0.0002472587,0.0004816842,0.000266214,0.0001849455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004315635,0.0009135627,0.3130086,0.000242843,0.0008781397,0.00009505737,0.00117855,0.000006864771,0.2131059,0.01036379,0.0620417,0.3938493],"study_design_scores_gemma":[0.002537182,0.0001361746,0.9358231,0.0006213408,0.0002509457,0.04744152,0.0005639913,0.00002705579,0.002949893,0.00163741,0.007875937,0.0001354911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7326409,0.0003689125,0.00265323,0.2626235,0.0003289617,0.0004171942,0.0002115402,0.0000217678,0.0007339718],"genre_scores_gemma":[0.9935259,0.00002983217,0.000191074,0.0008640947,0.0007550264,0.00001142783,0.000001126796,0.00003411467,0.004587408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6228145,"threshold_uncertainty_score":0.2681653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424306500200296,"score_gpt":0.2563432075937577,"score_spread":0.2221001425917548,"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."}}