{"id":"W4399221844","doi":"10.1016/j.radonc.2024.110350","title":"Letter to the Editor","year":2024,"lang":"en","type":"letter","venue":"Radiotherapy and Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"Yonsei University College of Medicine","keywords":"Breast cancer; Medicine; Oncology; Internal medicine; Nuclear medicine; Cancer; Medical physics","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":[0.0029688,0.0007910331,0.001400327,0.0008719989,0.003907085,0.003738729,0.001701263,0.03425079,0.009767083],"category_scores_gemma":[0.0199246,0.0007204981,0.001000096,0.0005505332,0.001693435,0.002370138,0.001274272,0.02439848,0.007196823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304706,"about_ca_system_score_gemma":0.00485254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004998361,"about_ca_topic_score_gemma":0.008705045,"domain_scores_codex":[0.9977423,0.0005964917,0.0001902655,0.0003286737,0.0007297191,0.0004125894],"domain_scores_gemma":[0.9960042,0.001820181,0.0002157738,0.000163497,0.0008439633,0.0009524665],"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":[0.00005191802,0.00002558429,0.0003475396,0.00003159323,0.00001280256,0.002348463,0.0000605166,0.00004490689,0.00007327657,0.001330096,0.9915466,0.00412684],"study_design_scores_gemma":[0.00007473504,0.00004324796,0.0009325365,0.000165317,0.00002799103,0.002137493,0.0002876259,0.0002504862,0.000163401,0.004528954,0.9913467,0.00004145059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000711865,0.002573909,0.00009700114,0.8972527,0.08651026,0.00002738235,0.00005996247,0.00003752138,0.0127294],"genre_scores_gemma":[0.004946872,0.001322557,0.0001578482,0.9111812,0.05026044,0.00005103191,0.00002569672,0.00002668925,0.03202766],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03425079,"threshold_uncertainty_score":0.03267413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00905159528332709,"score_gpt":0.2786907965724431,"score_spread":0.2696392012891159,"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."}}