{"id":"W2604933613","doi":"10.1016/j.breast.2017.03.008","title":"Reirradiation for locally recurrent breast cancer","year":2017,"lang":"en","type":"review","venue":"The Breast","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Breast cancer; Recurrent breast cancer; Oncology; Disease; Radiation therapy; Internal medicine; Cancer; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001867319,0.0004532057,0.0007589346,0.00003495569,0.000389963,0.00006205556,0.0006177988,0.0002498096,0.00002155118],"category_scores_gemma":[0.00002375886,0.0002808554,0.0005204428,0.00004912905,0.0001533886,0.000003826084,0.0001959608,0.0001369709,0.00002981959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258663,"about_ca_system_score_gemma":0.0004394652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001230391,"about_ca_topic_score_gemma":0.0001706122,"domain_scores_codex":[0.99859,0.00008388953,0.0003146535,0.0005294172,0.0001368298,0.0003452321],"domain_scores_gemma":[0.9983271,0.0000343381,0.0004856525,0.0009388615,0.0001446285,0.00006938075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008794267,0.00004085483,0.0000152796,0.001231299,0.000590087,6.320818e-7,0.00001419384,7.894251e-7,0.00000124593,0.00004146915,0.008297176,0.989679],"study_design_scores_gemma":[0.0003619114,0.00003786364,0.0006266813,0.002482872,0.001033128,0.0004133981,0.000006265421,0.000001750052,0.000001934397,0.00002588473,0.9946825,0.000325847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002827693,0.9929907,0.00006943379,0.000773104,0.0006712629,0.001008082,0.00414824,0.00001717194,0.0003192119],"genre_scores_gemma":[0.0001517185,0.9941805,0.00003331196,0.00006501378,0.002321629,0.001459281,0.0009142688,0.00007876537,0.0007954921],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893532,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07165201901023002,"score_gpt":0.3854236433567478,"score_spread":0.3137716243465178,"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."}}