{"id":"W4411289429","doi":"10.1158/1557-3265.sabcs24-p3-07-07","title":"Abstract P3-07-07: 10-Year Local Recurrence Rates Following Selective Omission of Re-excision for Patients with Ductal Carcinoma in Situ and Margins","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ductal carcinoma; In situ; Carcinoma; Carcinoma in situ; Oncology; Internal medicine; Cancer; Chemistry; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004643354,0.0001466666,0.0002551784,0.0004011694,0.0002877819,0.0004269124,0.0006130645,0.0002726447,0.002100662],"category_scores_gemma":[0.001471353,0.0001373507,0.0006411884,0.00057587,0.0001993112,0.0001913928,0.0003366213,0.0004380972,0.0002791766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493586,"about_ca_system_score_gemma":0.001274395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07217438,"about_ca_topic_score_gemma":0.1287235,"domain_scores_codex":[0.9996353,0.00004333775,0.00002488939,0.00008012846,0.0001281143,0.00008816543],"domain_scores_gemma":[0.9985751,0.0002021143,0.00066461,0.0001077331,0.0002388606,0.0002115138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003322154,0.00002122967,0.9963887,0.00002024628,0.00006032098,0.00005697177,0.00003144144,0.00006904704,0.0001523607,0.000006301424,0.0003318724,0.002529383],"study_design_scores_gemma":[0.00001209124,0.0001281643,0.9990884,0.000009719954,0.00005772367,0.0001836662,0.00007774016,0.0001332685,0.0001085276,0.000009047463,0.0001886142,0.000003007264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981261,0.000277853,0.00007026598,0.00004003295,0.000005668207,0.00001416216,0.001073303,0.000008646429,0.0003839482],"genre_scores_gemma":[0.9988311,0.00005506818,0.00004030341,0.00002034426,0.000005632971,0.000008218944,0.0008121193,0.000002956256,0.0002243376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07217438,"threshold_uncertainty_score":0.1435086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025888966648048,"score_gpt":0.4955445737299358,"score_spread":0.392955677065131,"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."}}