{"id":"W3005693844","doi":"10.1097/01.cot.0000655996.17295.f5","title":"Early Accelerated Partial Breast Irradiation vs. Whole Breast Irradiation","year":2020,"lang":"en","type":"article","venue":"Oncology Times","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Lumpectomy; Radiation therapy; Adverse effect; Oncology; Internal medicine; Cancer; Mastectomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003522749,0.0004180653,0.001335028,0.000390766,0.0002363322,0.001353879,0.0007875444,0.001424426,0.013015],"category_scores_gemma":[0.004115224,0.0002303782,0.002190029,0.0003845255,0.0004370225,0.001315962,0.0005203685,0.003581916,0.001274721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245189,"about_ca_system_score_gemma":0.0008001922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163471,"about_ca_topic_score_gemma":0.003343813,"domain_scores_codex":[0.9986987,0.0006283794,0.00008676744,0.0002130315,0.0002415674,0.0001315155],"domain_scores_gemma":[0.9975568,0.001404314,0.0002655809,0.0001547892,0.0001857244,0.000432798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1737873,0.001473129,0.005279345,0.004049042,0.0024686,0.0001259765,0.0001442673,0.0014517,0.004084215,0.00528536,0.04551794,0.7563331],"study_design_scores_gemma":[0.1459589,0.1743222,0.1291671,0.01214814,0.01870093,0.002899468,0.0008973562,0.007560948,0.01238997,0.02215451,0.4733484,0.0004520456],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3163948,0.4783618,0.006860585,0.1044311,0.02851021,0.001088008,0.002453076,0.0004146762,0.06148573],"genre_scores_gemma":[0.8476023,0.06382041,0.005837052,0.04939048,0.01114049,0.0007017717,0.001749319,0.0001501989,0.01960807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.013015,"threshold_uncertainty_score":0.04353952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535180181675075,"score_gpt":0.2650945725336853,"score_spread":0.2497427707169346,"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."}}