{"id":"W2085230454","doi":"10.1046/j.1524-4741.2003.09108.x","title":"Location and Extent of Positive Resection Margins and Ductal Carcinoma in Situ in Lumpectomy Specimens of Ductal Breast Carcinoma Examined with a Microscopic Three-Dimensional View","year":2003,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queensway-Carleton Hospital; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Lumpectomy; Ductal carcinoma; Medicine; Carcinoma; Carcinoma in situ; Pathology; Mastectomy; Breast cancer; Cancer; 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":[0.0005329449,0.0002090854,0.0004364299,0.0003088112,0.00009234293,0.00001750597,0.00006598392,0.0000754447,0.00004461165],"category_scores_gemma":[0.00001618844,0.0001396716,0.00004840473,0.0004423165,0.0003011152,0.0001301847,0.00004302808,0.0003972616,7.526732e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426586,"about_ca_system_score_gemma":0.000292573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006035095,"about_ca_topic_score_gemma":0.0006021701,"domain_scores_codex":[0.998475,0.0001985417,0.0004660611,0.0002545267,0.0003282354,0.0002776825],"domain_scores_gemma":[0.999103,0.00006048454,0.0002282893,0.0002050022,0.0002596188,0.000143649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00238,0.0004974294,0.7893708,0.0001902626,0.00006635146,0.0005263654,0.0009581746,0.00001516171,0.2047907,0.0003412545,0.00001013479,0.0008534118],"study_design_scores_gemma":[0.003897855,0.0004973339,0.8705085,0.0007549945,0.00009042612,0.1201464,0.0007759163,0.0001097804,0.003022235,0.00008452732,9.222932e-7,0.0001110867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959617,0.002753045,0.00004004445,0.0005935337,0.00005377366,0.0003951388,0.00001637962,0.000003530864,0.0001828593],"genre_scores_gemma":[0.9995395,0.00004234546,0.0002578333,0.00002530649,0.00007656734,0.000006475582,0.00000575797,0.00002094264,0.00002530557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017684,"threshold_uncertainty_score":0.5695642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008993771687891585,"score_gpt":0.2205740964560076,"score_spread":0.211580324768116,"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."}}