{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019536,0.0001328841,0.000480297,0.0001774358,0.00009058066,0.0000182385,0.00009299257,0.0001286982,0.0001190086],"category_scores_gemma":[0.0006665301,0.00009589524,0.0001138441,0.0004115562,0.0002393819,0.00007152908,0.00009880304,0.0004245982,0.00000605549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986444,"about_ca_system_score_gemma":0.0007775765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008589739,"about_ca_topic_score_gemma":0.0007281291,"domain_scores_codex":[0.9980659,0.000111798,0.0004788575,0.0005330945,0.0004634743,0.0003468807],"domain_scores_gemma":[0.9974408,0.001621479,0.00007591829,0.0002347104,0.0004608759,0.0001662695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008503662,0.000970953,0.9394575,0.0002359158,0.00009200049,0.00002277811,0.0001076295,0.000003861288,0.00006080763,0.00001841369,0.004579298,0.04594718],"study_design_scores_gemma":[0.008843886,0.002857771,0.9835228,0.001492145,0.0000543716,2.404099e-7,0.0002058874,0.00008803025,0.001701513,0.0001546777,0.0009913979,0.00008726247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951822,0.001416758,0.00001861823,0.001046023,0.0001382529,0.001279439,0.00003182459,0.000006426475,0.0008805254],"genre_scores_gemma":[0.9985015,0.0006923877,0.0001763008,0.00003989945,0.00007107924,0.0002507903,0.00002693565,0.00001544151,0.0002256256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04585992,"threshold_uncertainty_score":0.3910495,"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."}}