{"id":"W4313552139","doi":"10.1016/s0140-6736(22)02373-x","title":"Breast radiotherapy for non-low-risk ductal carcinoma in situ: to boost or not to boost? – Authors' reply","year":2023,"lang":"en","type":"letter","venue":"The Lancet","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ductal carcinoma; Medicine; Radiation therapy; Breast carcinoma; Breast cancer; Adverse effect; Carcinoma; Oncology; Internal medicine; Cancer","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":[0.004478093,0.0007420484,0.002111593,0.000816724,0.002313596,0.00258748,0.002048698,0.04957555,0.005997927],"category_scores_gemma":[0.02150226,0.001059813,0.001323149,0.001003015,0.002363742,0.002588833,0.00145616,0.04405147,0.004672768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003644058,"about_ca_system_score_gemma":0.00336328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006608903,"about_ca_topic_score_gemma":0.01133242,"domain_scores_codex":[0.9966879,0.001214921,0.0004477294,0.0004357203,0.0007334502,0.0004803004],"domain_scores_gemma":[0.9875092,0.009011726,0.0007454795,0.0003228279,0.001228745,0.001182023],"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":[0.0001873956,0.00002605844,0.0006498898,0.00009050778,0.00003975332,0.0004819444,0.00008304043,0.00005294479,0.0001462522,0.001278882,0.9911712,0.005792153],"study_design_scores_gemma":[0.0005375957,0.0001705977,0.002602413,0.0004704807,0.0001573406,0.001105286,0.0004870428,0.0003120294,0.0004307723,0.009476666,0.9841196,0.0001300479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002745568,0.001952519,0.00004096778,0.9683052,0.02849532,0.000008219178,0.0001052825,0.00001151051,0.0008063958],"genre_scores_gemma":[0.001917777,0.001137194,0.00008166907,0.9586496,0.0352577,0.00003242192,0.00004530966,0.00001510029,0.002863201],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04957555,"threshold_uncertainty_score":0.02643967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249688027191487,"score_gpt":0.2956935152423782,"score_spread":0.2731966349704634,"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."}}