{"id":"W2012282022","doi":"10.3747/co.21.2043","title":"Concurrent Chemoradiotherapy for Locally Advanced Breast Cancer—Time for a New Paradigm?","year":2015,"lang":"en","type":"review","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Royal Victoria Hospital","funders":"","keywords":"Medicine; Breast cancer; Oncology; Neoadjuvant therapy; Internal medicine; Disease; Chemotherapy; Complete response; Chemoradiotherapy; Clinical trial; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009053655,0.0006043176,0.001367308,0.001262787,0.0002209686,0.000814438,0.001080929,0.000997916,0.002375691],"category_scores_gemma":[0.001283007,0.0002500089,0.0004808155,0.001534894,0.0006288107,0.001576942,0.0004611995,0.002100255,0.001377526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007420831,"about_ca_system_score_gemma":0.0009149828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009639395,"about_ca_topic_score_gemma":0.002060707,"domain_scores_codex":[0.9998023,0.00005284589,0.00003465566,0.00003350473,0.00006224606,0.0000144557],"domain_scores_gemma":[0.9994832,0.0002978427,0.0000681132,0.00001559349,0.0001042598,0.00003086343],"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":[0.00009966183,0.0000394927,0.0001528512,0.01884483,0.0001166457,0.0001582587,0.00005733739,0.0002965039,0.0005600215,0.004161675,0.04059327,0.9349195],"study_design_scores_gemma":[0.00003488356,0.00008926121,0.0005467173,0.005953429,0.0001364093,0.001383447,0.00006394376,0.00006469541,0.0001904126,0.002506962,0.989014,0.00001589409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004217161,0.9990883,0.00003750076,0.0003643146,0.0001801928,0.000001807957,0.000004977792,0.00000248647,0.0002782851],"genre_scores_gemma":[0.0003547996,0.9989333,0.00006607098,0.0002830144,0.0001799466,0.000003350296,0.000007659286,9.175637e-7,0.0001709991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002375691,"threshold_uncertainty_score":0.007947505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102245389618443,"score_gpt":0.4573611712935944,"score_spread":0.3471366323317501,"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."}}