{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008854205,0.0001694324,0.0002300527,0.00003552486,0.0000668356,0.000008900989,0.00005171518,0.00008225007,0.00002478339],"category_scores_gemma":[0.000148734,0.0001595374,0.00009397433,0.00006954969,0.00006261033,0.000002028713,0.00004293444,0.00005241441,0.0000255364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365665,"about_ca_system_score_gemma":0.0002015662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003732122,"about_ca_topic_score_gemma":0.00002189733,"domain_scores_codex":[0.9989589,0.00008490912,0.0002686054,0.0003640377,0.00009196358,0.0002315307],"domain_scores_gemma":[0.999419,0.0001245485,0.00013734,0.0001040415,0.0001140108,0.0001010694],"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":[0.01575647,0.002266076,0.193672,0.0006227564,0.000825015,0.00003971313,0.001149061,0.001959326,0.00977846,0.0002533079,0.3938903,0.3797876],"study_design_scores_gemma":[0.006687297,0.002363539,0.06445294,0.0000973144,0.0003234298,0.00004645393,0.0002632135,0.001933428,0.01812374,0.0001028989,0.9048654,0.0007403056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515855,0.004229311,0.02300965,0.01474581,0.003459314,0.001465584,0.001237769,0.00008349516,0.0001835257],"genre_scores_gemma":[0.9970578,0.0002312531,0.00008361796,0.0007865662,0.0007006584,0.0003288271,0.0007814525,0.00002197129,0.000007828905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5109752,"threshold_uncertainty_score":0.6505747,"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."}}