{"id":"W3042393456","doi":"10.3747/co.27.6059","title":"Tumour Response 3 Months after Neoadjuvant Single-Fraction Radiotherapy for Low-Risk Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Breast-conserving surgery; Stage (stratigraphy); Neoadjuvant therapy; Oncology; Clinical endpoint; Adjuvant; Internal medicine; Surgery; Clinical trial; Cancer; Mastectomy","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":[0.0003991634,0.0001457095,0.0004820054,0.000169494,0.0001727706,0.0001399427,0.0001358387,0.0002558168,0.001987969],"category_scores_gemma":[0.000518958,0.00005329972,0.0002866941,0.0001240265,0.0001359806,0.0001148872,0.00008515684,0.0003411332,0.0003355496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835374,"about_ca_system_score_gemma":0.0002098663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004193234,"about_ca_topic_score_gemma":0.0007737078,"domain_scores_codex":[0.9998819,0.00003531477,0.00001085696,0.00001804407,0.00002539773,0.00002850771],"domain_scores_gemma":[0.9997391,0.0001009029,0.00007193408,0.0000198307,0.00001733179,0.00005084252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1671108,0.01349219,0.2527394,0.001388707,0.0005222251,0.002441147,0.000535755,0.004159605,0.2341538,0.0001206469,0.002251057,0.3210847],"study_design_scores_gemma":[0.002912404,0.1993486,0.6889257,0.00007724929,0.0004309692,0.006557331,0.0001567291,0.00258762,0.09457579,0.0001364143,0.004254582,0.00003670655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979547,0.0009416105,0.0002300938,0.00005029049,0.00002083083,0.00005815391,0.0001145324,0.00001884644,0.0006108713],"genre_scores_gemma":[0.9990188,0.0001848687,0.0001486692,0.0000282869,0.00001465061,0.00003494599,0.0002044201,0.000002943841,0.000362386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987969,"threshold_uncertainty_score":0.006650388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04104936998541227,"score_gpt":0.3531617802030065,"score_spread":0.3121124102175942,"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."}}