{"id":"W3043133297","doi":"10.3747/co.27.5977","title":"Consensus Statement on Tumour Bed Localization for Radiation after Oncoplastic Breast Surgery","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Medicine; Breast cancer; Medical physics; Radiation therapy; Oncoplastic Surgery; Radiation oncology; Statement (logic); Adjuvant radiotherapy; Breast-conserving surgery; Radiological weapon; Surgery; Cancer; Breast surgery; Mastectomy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.1003909,0.001399594,0.001757842,0.003151062,0.003363136,0.002673058,0.005990634,0.01466703,0.007011092],"category_scores_gemma":[0.1221032,0.001169111,0.004481729,0.002292608,0.00252828,0.00256444,0.005881233,0.01228305,0.005341997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005172705,"about_ca_system_score_gemma":0.04258633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005789261,"about_ca_topic_score_gemma":0.006005793,"domain_scores_codex":[0.9238148,0.0326231,0.0198032,0.002308409,0.01843055,0.003019922],"domain_scores_gemma":[0.8103292,0.0591967,0.01073312,0.004216113,0.1054137,0.01011117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002626947,0.0002333255,0.003583562,0.01025683,0.000330816,0.001153936,0.003119812,0.001731996,0.003487498,0.01337149,0.7471621,0.2153059],"study_design_scores_gemma":[0.0002329876,0.0002728552,0.004909928,0.02047749,0.0003971566,0.001716518,0.002255375,0.0008145951,0.001680595,0.01357862,0.953463,0.0002008593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.009518499,0.02606913,0.04259565,0.793185,0.05695046,0.009768761,0.005135188,0.0003624312,0.05641491],"genre_scores_gemma":[0.1121214,0.06232978,0.3414355,0.3764752,0.02257527,0.02135524,0.01659291,0.0004014286,0.04671327],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1003909,"threshold_uncertainty_score":0.530924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06015406260923202,"score_gpt":0.3489734034740132,"score_spread":0.2888193408647812,"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."}}