{"id":"W3093220826","doi":"10.1007/s12609-020-00384-x","title":"Accelerated Partial Breast Irradiation (APBI): Where Are We Now?","year":2020,"lang":"en","type":"review","venue":"Current Breast Cancer Reports","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Cosmesis; Brachytherapy; Breast cancer; Nuclear medicine; Randomized controlled trial; Radiation therapy; Breast-conserving surgery; Urology; Radiology; Oncology; Mastectomy; Internal medicine; Surgery; 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":[0.0008167182,0.0008784307,0.001706156,0.00150817,0.0002187252,0.001123848,0.0009795242,0.001084251,0.003262525],"category_scores_gemma":[0.001137577,0.0002516734,0.0004849207,0.002046017,0.0005734187,0.00109814,0.0005253975,0.001922392,0.00163725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006990653,"about_ca_system_score_gemma":0.001201687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658306,"about_ca_topic_score_gemma":0.003232961,"domain_scores_codex":[0.9998073,0.00004109913,0.00002933477,0.00003878472,0.00006337391,0.00002010675],"domain_scores_gemma":[0.9995443,0.0002679448,0.00005942696,0.00001262144,0.00008352548,0.00003207575],"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":[0.0001128324,0.00004000589,0.0001704319,0.01317496,0.00007674567,0.00009191782,0.00002001593,0.0002355618,0.0006696411,0.001565322,0.02638786,0.9574547],"study_design_scores_gemma":[0.00005457586,0.0001381991,0.001259462,0.007103332,0.0003323223,0.001301125,0.00007218331,0.00009899626,0.0004367897,0.001968491,0.9872089,0.0000256558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003436967,0.9993131,0.00004785012,0.0002004527,0.0001243119,0.00000159084,0.000009158389,0.000003764576,0.0002654815],"genre_scores_gemma":[0.0002351208,0.999239,0.00007770547,0.0001649047,0.0001082048,0.000002413429,0.00001532701,9.210871e-7,0.0001564788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003262525,"threshold_uncertainty_score":0.01091421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05746993567219293,"score_gpt":0.3536178565185634,"score_spread":0.2961479208463705,"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."}}