{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003678339,0.0001388625,0.0001008564,0.0006171942,0.0001796542,0.0002253173,0.0001087875,0.0001743454,0.001108589],"category_scores_gemma":[0.0006674308,0.0002570598,0.0001041927,0.0001957462,0.0003483121,0.0001845389,0.0001896013,0.0001470632,0.0002143156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436063,"about_ca_system_score_gemma":0.0001378015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008447382,"about_ca_topic_score_gemma":0.001239945,"domain_scores_codex":[0.9998362,0.0000320153,0.00002511066,0.00002618589,0.00005502075,0.00002538297],"domain_scores_gemma":[0.9996287,0.0001364229,0.00009809541,0.00004338502,0.00004715556,0.00004627645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007292276,0.00006235133,0.2811303,0.0001666852,0.00005906566,0.001730718,0.0003766477,0.0002666077,0.7075804,0.0001750263,0.00008684947,0.007636131],"study_design_scores_gemma":[0.00001668305,0.0003023957,0.927543,0.00001671918,0.00005381543,0.00818334,0.0003525057,0.0004805102,0.06188737,0.00007585878,0.001079214,0.00000864896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980806,0.0006053618,0.0004714357,0.000007885341,0.000003281211,0.000006265213,0.00004142832,0.000009921599,0.0007738502],"genre_scores_gemma":[0.9990954,0.000150426,0.0004038241,0.000005082129,0.000002571294,0.000003665575,0.00006759977,0.000001755553,0.0002696639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001108589,"threshold_uncertainty_score":0.003708601,"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."}}