{"id":"W1992951670","doi":"10.1016/s0360-3016(01)01517-6","title":"Mammographically detected ductal carcinoma in situ of the breast treated with breast-conserving surgery and definitive breast irradiation: long-term outcome and prognostic significance of patient age and margin status","year":2001,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Ductal carcinoma; Breast-conserving surgery; Breast cancer; Breast surgery; Surgery; Breast carcinoma; Carcinoma; Survival rate; Mammary gland; Surgical margin; Mastectomy; Radiology; Internal medicine; Resection; Cancer","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":[0.000648246,0.0002945342,0.0007640444,0.0004245581,0.0004939674,0.0006048252,0.000416303,0.0006905108,0.001010294],"category_scores_gemma":[0.001760667,0.000211314,0.0007243731,0.0006097822,0.0005567778,0.0004372173,0.0003437439,0.000692917,0.0001910209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005039818,"about_ca_system_score_gemma":0.000413846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220871,"about_ca_topic_score_gemma":0.002912744,"domain_scores_codex":[0.9997079,0.00009035957,0.00002196973,0.00005119777,0.00004365455,0.00008497567],"domain_scores_gemma":[0.9984983,0.0005680624,0.0004065406,0.000144227,0.00007896759,0.0003039768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02862169,0.001929086,0.943872,0.0000762261,0.0005555813,0.002093408,0.0003167023,0.0005993195,0.004126302,0.00008495393,0.0002624936,0.01746209],"study_design_scores_gemma":[0.0004487218,0.01038413,0.9838067,0.00002362104,0.0005250462,0.002580992,0.0002408666,0.0004107764,0.001009571,0.0001195081,0.0004299931,0.0000201588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991186,0.0004595215,0.00003561539,0.00003000144,0.00001263696,0.000005277217,0.00007469931,0.000002068382,0.0002615498],"genre_scores_gemma":[0.9991305,0.00022866,0.00002707075,0.00003027813,0.00003874051,0.000005782338,0.0002806596,0.000001475749,0.0002568392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00220871,"threshold_uncertainty_score":0.00439173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095854700653313,"score_gpt":0.2534900310193601,"score_spread":0.242531484012827,"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."}}