{"id":"W2022033193","doi":"10.1259/bjr.73.872.11026871","title":"Conservative surgery and radiation therapy for early stage breast cancer after previous mantle radiation for Hodgkin's disease.","year":2000,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Regional Cancer Foundation","funders":"","keywords":"Medicine; Lumpectomy; Radiation therapy; Breast cancer; Mastectomy; Disease; Stage (stratigraphy); Incidence (geometry); Surgery; Cancer; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002164693,0.0001031689,0.0003938313,0.00006428171,0.00006399304,0.00003032415,0.00002876307,0.0000666389,0.0002516556],"category_scores_gemma":[0.00005106274,0.00009460075,0.0001722351,0.00004256194,0.00006274322,0.0001348945,0.000002378443,0.00004984291,7.800478e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131006,"about_ca_system_score_gemma":0.0002050027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599502,"about_ca_topic_score_gemma":0.0000182878,"domain_scores_codex":[0.9991926,0.0000741785,0.0003177243,0.0001496251,0.0000826867,0.0001831837],"domain_scores_gemma":[0.9990702,0.0003720743,0.0001979516,0.00006063771,0.000147643,0.0001514392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00348889,0.0001698858,0.494983,0.00004289957,0.000278497,0.0002021493,0.00008781517,0.000005742082,0.00001181041,0.000008098242,0.01328453,0.4874367],"study_design_scores_gemma":[0.005766294,0.0004873036,0.970583,0.0001662772,0.0001669126,0.00380519,0.000009147363,0.00004717279,0.00005674383,0.00009260252,0.01873047,0.00008890655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487848,0.04758797,0.00007235831,0.001973985,0.0001685491,0.0006777045,0.0007194989,0.000006636408,0.000008468995],"genre_scores_gemma":[0.9314181,0.06646132,0.0001664307,0.0008810528,0.0004907369,0.0002596286,0.00005326326,0.00001780355,0.0002517022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4873478,"threshold_uncertainty_score":0.3857707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285533688020863,"score_gpt":0.2691382461263704,"score_spread":0.2562829092461618,"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."}}