{"id":"W4366825031","doi":"10.1016/j.breast.2023.04.007","title":"Partial Breast Irradiation","year":2023,"lang":"en","type":"review","venue":"The Breast","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Cancer; Stage (stratigraphy); Intensive care medicine; Oncology; Medical physics; Surgery; Internal medicine","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":[0.0003750092,0.0007438354,0.00108366,0.001701963,0.00025187,0.0006221698,0.0009214258,0.000825041,0.0067861],"category_scores_gemma":[0.0007758086,0.0001785995,0.0006334804,0.001513767,0.0004839512,0.000667989,0.0006322752,0.001219707,0.003218387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005950618,"about_ca_system_score_gemma":0.0006523917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009242051,"about_ca_topic_score_gemma":0.001336228,"domain_scores_codex":[0.9997472,0.00004549861,0.00002373018,0.00006071572,0.00009857109,0.00002432517],"domain_scores_gemma":[0.9997986,0.0001001461,0.00003322764,0.00001324583,0.00004010435,0.00001477428],"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":[0.0001063759,0.00005487998,0.0002450113,0.01315021,0.0001350962,0.000179407,0.00003341523,0.0002849538,0.001161106,0.00216315,0.0399244,0.9425619],"study_design_scores_gemma":[0.00002875955,0.0001075721,0.001475029,0.004236292,0.0001061694,0.004174029,0.00003818993,0.0000446076,0.0006825165,0.001619268,0.9874741,0.00001365371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002211867,0.9959252,0.0001714403,0.0001995151,0.000250721,0.000009149634,0.00004409362,0.00001664105,0.003162106],"genre_scores_gemma":[0.00200513,0.9955056,0.0001836488,0.0003529693,0.0002191266,0.00001409105,0.0001163916,0.000005087315,0.00159793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0067861,"threshold_uncertainty_score":0.0227018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04154735797831621,"score_gpt":0.3277137414937707,"score_spread":0.2861663835154545,"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."}}