{"id":"W4411196594","doi":"10.1016/j.ijrobp.2025.05.077","title":"Salvage Therapy for Isolated Local-Regional Breast Cancer Recurrence","year":2025,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Clovis Oncology; Memorial Sloan-Kettering Cancer Center; American Radium Society; National Cancer Institute; National Institutes of Health; Merck","keywords":"Breast cancer; Medicine; Salvage therapy; Cancer recurrence; Cancer; Oncology; Internal medicine; Chemotherapy","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":[0.0004011868,0.0005438796,0.001279313,0.0008653265,0.000162919,0.0004929632,0.0008696259,0.0006150394,0.002772938],"category_scores_gemma":[0.0004622516,0.0001603193,0.0004997727,0.0007315776,0.0003167291,0.0004987253,0.0004751047,0.001344775,0.001032341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690557,"about_ca_system_score_gemma":0.0004742739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006573494,"about_ca_topic_score_gemma":0.002005977,"domain_scores_codex":[0.9999022,0.0000249434,0.00001057534,0.00001999034,0.00002872663,0.00001341386],"domain_scores_gemma":[0.999877,0.00007095829,0.00001964418,0.000004648916,0.00001641234,0.00001128514],"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":[0.0001188237,0.00007150277,0.0001491823,0.008898767,0.0001203834,0.0001738002,0.00002789473,0.0003520967,0.0007498773,0.001069982,0.01995449,0.9683132],"study_design_scores_gemma":[0.0002076603,0.0003920507,0.002685781,0.006785467,0.0005561992,0.003923687,0.00008036909,0.0003081738,0.0009927965,0.002757211,0.9812784,0.00003230559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002036846,0.9989447,0.0001049708,0.0001147446,0.0001284564,0.000004295335,0.000009848759,0.00000460962,0.0004846902],"genre_scores_gemma":[0.002421119,0.995945,0.0002060574,0.0003480707,0.000230042,0.00001042106,0.00004351766,0.00000312063,0.0007926077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002772938,"threshold_uncertainty_score":0.00927639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949166225933516,"score_gpt":0.3809882333086179,"score_spread":0.3514965710492827,"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."}}