{"id":"W2150250432","doi":"10.1002/jso.20242","title":"Ductal carcinoma in situ in core biopsies containing invasive breast cancer: correlation with extensive intraductal component and lumpectomy margins","year":2005,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Dalhousie University","funders":"","keywords":"Lumpectomy; Medicine; Ductal carcinoma; Breast cancer; Biopsy; Cancer; Oncology; Carcinoma in situ; Mastectomy; Radiology; Carcinoma; 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":[0.002259779,0.0002085372,0.0003445501,0.001575772,0.0002809265,0.0005534738,0.0003920881,0.0003084089,0.001205694],"category_scores_gemma":[0.006607783,0.0002516096,0.0001804294,0.0007728147,0.0004088499,0.0002688022,0.0006735509,0.0002311976,0.000173947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887865,"about_ca_system_score_gemma":0.0004287572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005195665,"about_ca_topic_score_gemma":0.001561166,"domain_scores_codex":[0.998732,0.0003447027,0.000314567,0.0001900542,0.0003434154,0.00007525247],"domain_scores_gemma":[0.9917385,0.00308662,0.003263471,0.0004189881,0.0009760113,0.0005164156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002278811,0.00003112947,0.9943398,0.00007598903,0.00003935847,0.0004446417,0.00006835749,0.00002565181,0.001883478,0.00001009635,0.00003376843,0.002819916],"study_design_scores_gemma":[0.00002085409,0.000367799,0.9922782,0.0000354863,0.0001016422,0.005268087,0.0001676538,0.0001344802,0.001271564,0.00002828764,0.0003215232,0.000004507718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976625,0.001303012,0.0003334137,0.00001326397,0.00000626704,0.00005399361,0.00008500765,0.00000850171,0.0005339941],"genre_scores_gemma":[0.9990403,0.0002675353,0.0004628674,0.00001848906,0.000009865457,0.00002425143,0.000105077,0.000001942281,0.00006957338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002259779,"threshold_uncertainty_score":0.01195097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262899555506418,"score_gpt":0.266536268504351,"score_spread":0.2539072729492868,"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."}}