{"id":"W4322775166","doi":"10.1158/1538-7445.sabcs22-pd3-04","title":"Abstract PD3-04: Locoregional Stereotactic Body Radiotherapy in Breast Cancer Patients Unsuitable for Surgical Resection","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Health Sciences Centre; Princess Margaret Cancer Centre; Juravinski Hospital; Varian Medical Systems (Canada); Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Clinical endpoint; Context (archaeology); Breast cancer; Radiation therapy; Surgery; Radiosurgery; Cancer; Primary tumor; Stage (stratigraphy); Lymph node; Internal medicine; Randomized controlled trial; Metastasis","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":[0.0005368103,0.0000949876,0.000219262,0.000253921,0.0002047194,0.0002973931,0.0001773686,0.0001330706,0.001273466],"category_scores_gemma":[0.0008317604,0.00006194343,0.0002645033,0.000567972,0.0002282985,0.0001555364,0.0003131241,0.0002064054,0.0001887064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422526,"about_ca_system_score_gemma":0.0006968108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017299,"about_ca_topic_score_gemma":0.001390309,"domain_scores_codex":[0.999742,0.00007662919,0.00003740047,0.00005401758,0.00005513463,0.00003473762],"domain_scores_gemma":[0.9994751,0.00009095238,0.0002882439,0.0000254647,0.00003632408,0.00008395387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002477291,0.0001843902,0.977674,0.00009863929,0.00005585358,0.0002438812,0.00005173638,0.000303154,0.001749276,0.00003126425,0.0004128724,0.01671754],"study_design_scores_gemma":[0.0001497544,0.002867604,0.9906585,0.00001629992,0.00007565942,0.002052577,0.0001241662,0.0005179948,0.001536269,0.00005669937,0.001940501,0.000004016239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984303,0.0003635703,0.000233019,0.00002842631,0.000003855031,0.0000401518,0.000358721,0.000005155419,0.0005368422],"genre_scores_gemma":[0.9988943,0.0001261567,0.000184138,0.00003757334,0.000008798324,0.0000416482,0.0005409264,0.000002571362,0.0001639717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273466,"threshold_uncertainty_score":0.004260123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04863621606015378,"score_gpt":0.3986804903493369,"score_spread":0.3500442742891831,"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."}}