{"id":"W2152051225","doi":"10.1016/s0167-8140(00)00224-3","title":"The influence of patient geometry on the selection of chest wall irradiation techniques in post-mastectomy breast cancer patients","year":2000,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation treatment planning; Nuclear medicine; Breast cancer; Irradiation; Radiation therapy; Mastectomy; Cancer; Radiology; Internal medicine; Physics","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":[0.0006493475,0.0001601524,0.0002413083,0.0002871129,0.0002126754,0.0004789451,0.0001987646,0.0002655008,0.001564427],"category_scores_gemma":[0.004489646,0.0001221904,0.0003296605,0.0005232024,0.0003202253,0.0002036634,0.0001779853,0.0002806243,0.0002126605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575077,"about_ca_system_score_gemma":0.000305746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544957,"about_ca_topic_score_gemma":0.002473397,"domain_scores_codex":[0.9991899,0.0005543137,0.00004644386,0.00005206801,0.00007944862,0.00007777588],"domain_scores_gemma":[0.9963835,0.002181064,0.0009043361,0.0001280979,0.0001489576,0.0002539123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003332859,0.0001266496,0.9806179,0.0000224409,0.0001235979,0.0002586271,0.00026335,0.0004294764,0.003171527,0.00006815342,0.00008573934,0.01149973],"study_design_scores_gemma":[0.00001436687,0.0009991733,0.9970722,0.000003601967,0.00007073098,0.0004392742,0.000241516,0.0002009565,0.0006831879,0.00004345815,0.0002252863,0.000006191737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988701,0.0004049702,0.0001016673,0.00004322214,0.000004531947,0.000003268544,0.00004055507,0.000001537597,0.0005302952],"genre_scores_gemma":[0.9997035,0.00007684496,0.00005649288,0.0000143778,0.00000462659,0.000002012665,0.00002726315,0.000002357109,0.000112555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001564427,"threshold_uncertainty_score":0.005233467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003449905858989197,"score_gpt":0.2445006693415326,"score_spread":0.2410507634825434,"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."}}