{"id":"W4322628412","doi":"10.3390/curroncol30030219","title":"The Potential of Proton Therapy for Locally Advanced Breast Cancer: Clinical and Technical Considerations","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Medicine; Proton therapy; Radiation therapy; Breast cancer; Medical physics; Cancer; Modality (human–computer interaction); Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007575939,0.0002103998,0.001418272,0.00009450805,0.0001470793,0.00001246522,0.0001012244,0.0004061691,0.00003384132],"category_scores_gemma":[0.0003158358,0.000125527,0.0004341734,0.0001655845,0.0004838235,0.00002313173,0.00003585792,0.000500385,0.000004666178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008068746,"about_ca_system_score_gemma":0.001744651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001709482,"about_ca_topic_score_gemma":0.000007824274,"domain_scores_codex":[0.9979982,0.0002772563,0.001050033,0.0003343211,0.0001336807,0.000206476],"domain_scores_gemma":[0.9971139,0.00176424,0.0005287509,0.0002727674,0.0002116083,0.0001087089],"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":[0.0003319559,0.0002678102,0.0001218447,0.002816297,0.000226204,0.000002479599,0.000005544213,4.730361e-7,0.000002100105,0.0005386217,0.002700511,0.9929861],"study_design_scores_gemma":[0.002428931,0.0009402357,0.0004305837,0.002260901,0.0004980809,0.0001802172,0.000007227231,0.00003048924,0.00000125624,0.0004733571,0.9926323,0.0001163685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004314904,0.9910028,0.0002453596,0.001228128,0.001359807,0.005833969,0.000210495,0.00005232183,0.0000239661],"genre_scores_gemma":[0.00006612239,0.9961476,0.0001599145,0.0000811923,0.0006940592,0.002685081,0.00007232845,0.00003665953,0.00005709241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9928698,"threshold_uncertainty_score":0.5118842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2074060046364614,"score_gpt":0.5413113555895919,"score_spread":0.3339053509531305,"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."}}