{"id":"W3210184561","doi":"10.1016/j.ijrobp.2021.10.014","title":"Breast Tangent Beam Energy, Surgical Bed-to-Skin Distance and Local Recurrence After Breast-Conserving Treatment","year":2021,"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":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Breast-conserving surgery; Population; Lymphovascular invasion; Radiation therapy; Cumulative incidence; Nuclear medicine; Cohort; Surgery; Mastectomy; Internal medicine; Cancer; 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":[0.0006199267,0.0001051511,0.0002367485,0.0002787604,0.0001944579,0.0004074927,0.0003922255,0.0003376052,0.003052463],"category_scores_gemma":[0.001616,0.000115703,0.000403139,0.0003389324,0.0002669857,0.000359845,0.0002765942,0.0004671895,0.0002587247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907935,"about_ca_system_score_gemma":0.0002471838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907275,"about_ca_topic_score_gemma":0.002590039,"domain_scores_codex":[0.9997566,0.00007801556,0.00002035561,0.00002969003,0.00005897207,0.00005632298],"domain_scores_gemma":[0.9987197,0.0006357586,0.0003637288,0.00007465482,0.00005617385,0.0001500191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0140162,0.001152695,0.9483647,0.00006494714,0.0002167284,0.000655072,0.0005315608,0.001005753,0.008369607,0.0001516727,0.0002011367,0.02526994],"study_design_scores_gemma":[0.00002916326,0.001629718,0.9955568,0.000005573411,0.00009045941,0.0005364047,0.0002715588,0.0003105525,0.001253235,0.00006299697,0.000246029,0.000007510503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992632,0.0003199036,0.00005323485,0.00001709612,0.000003472441,0.000002878974,0.00002655081,0.000001805873,0.0003119109],"genre_scores_gemma":[0.999313,0.00005973005,0.00002279054,0.000009170485,0.000003474932,0.000002018122,0.00003379528,0.000001801132,0.0005542826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003052463,"threshold_uncertainty_score":0.01021153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008769774406332406,"score_gpt":0.2839745489179626,"score_spread":0.2752047745116302,"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."}}