{"id":"W4391451523","doi":"10.32768/abc.202411175-81","title":"Axillary Lymph Node Coverage in Breast Cancer Patients Treated with Adjuvant Radiation Using High Tangent Fields Technique: A Single Institution’s Experience","year":2024,"lang":"en","type":"article","venue":"Archives of Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Okanagan University College; Kelowna General Hospital; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Breast cancer; Adjuvant radiotherapy; Medicine; Lymph node; Tangent; Node (physics); Axilla; Adjuvant; Radiation therapy; Radiology; Cancer; Oncology; Internal medicine; Mathematics; Physics; Geometry; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002397753,0.0002432547,0.0002352527,0.0001244966,0.00007009006,0.00002139123,0.0001251329,0.00008031969,0.00003629663],"category_scores_gemma":[0.000003603162,0.0002010049,0.00006927829,0.000227519,0.0001939434,0.00002698375,0.00009311947,0.00007255437,5.844822e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193244,"about_ca_system_score_gemma":0.0002396753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006194333,"about_ca_topic_score_gemma":0.0004009518,"domain_scores_codex":[0.9988147,0.00004082997,0.0002408576,0.0004586273,0.0001730663,0.0002718891],"domain_scores_gemma":[0.999559,0.00001538262,0.00009415551,0.0002169937,0.00005243996,0.00006207085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001260085,0.0004466894,0.8078727,0.0001813965,0.0003247963,0.00002834221,0.001274543,0.003117224,0.1038366,0.00003368926,0.0000522932,0.08157165],"study_design_scores_gemma":[0.001493943,0.00008949001,0.9436942,0.0008853651,0.00008569244,0.00008569084,0.00006800085,0.0003363606,0.05263865,0.00002570529,0.0002652409,0.000331695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935846,0.002898211,0.001241525,0.0003474705,0.0001590815,0.0003268996,0.0012466,0.00002785276,0.0001677875],"genre_scores_gemma":[0.9973575,0.001598401,0.0002504577,0.0001171492,0.0001354993,0.0003687817,0.0001184918,0.00003058834,0.0000231576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358215,"threshold_uncertainty_score":0.936402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006818196245415431,"score_gpt":0.2427284182827033,"score_spread":0.2359102220372878,"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."}}