{"id":"W1831818507","doi":"10.2147/bctt.s81710","title":"Hypofractionated whole breast radiotherapy: current perspectives","year":2015,"lang":"en","type":"review","venue":"Breast Cancer Targets and Therapy","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgical oncology; Current (fluid); Breast cancer; Radiation therapy; Medical physics; Oncology; General surgery; 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":[0.0007167571,0.0005579665,0.001074295,0.0015835,0.0002068027,0.0009374803,0.0008294193,0.0008211338,0.004343652],"category_scores_gemma":[0.0008194267,0.0002599868,0.0005942678,0.001737567,0.0003648258,0.001244025,0.0005204012,0.001444138,0.001677963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006109995,"about_ca_system_score_gemma":0.001052473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090726,"about_ca_topic_score_gemma":0.002180527,"domain_scores_codex":[0.9998446,0.00002958157,0.00002557965,0.00002952123,0.00005655174,0.00001419036],"domain_scores_gemma":[0.9996139,0.0001988671,0.00005082772,0.00001098441,0.0001008351,0.00002455853],"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":[0.00009856383,0.00005767536,0.0001631092,0.02332057,0.0000955481,0.0001253,0.00005155466,0.0003412392,0.001189687,0.002921276,0.02079366,0.9508417],"study_design_scores_gemma":[0.0000203836,0.000094741,0.0006255626,0.00508355,0.0001530303,0.0009872461,0.00004736402,0.00007708745,0.0003699517,0.002011194,0.9905158,0.00001399461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008787178,0.9987042,0.00006716399,0.0003076392,0.0001029626,0.000002921017,0.00001508209,0.00000444837,0.0007077396],"genre_scores_gemma":[0.0004726476,0.9989171,0.00008894572,0.0001638988,0.00007297243,0.000003158603,0.00002237022,0.000001090527,0.0002577237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004343652,"threshold_uncertainty_score":0.01453096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979960688431871,"score_gpt":0.3410827442804107,"score_spread":0.311283137396092,"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."}}