{"id":"W2058853928","doi":"10.1016/j.clon.2011.09.008","title":"Expression of HER2neu in Ductal Carcinoma in situ is Associated with Local Recurrence","year":2011,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Health Sciences Centre; Women's College Hospital; University of Toronto","funders":"Canadian Breast Cancer Research Alliance","keywords":"Medicine; Ductal carcinoma; Immunohistochemistry; Internal medicine; Gastroenterology; Breast cancer; Oncology; Pathology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000679204,0.0001394491,0.0002850439,0.0007629272,0.0002058988,0.0005387558,0.0002109498,0.0002550859,0.001512174],"category_scores_gemma":[0.002160705,0.0001713922,0.0002240027,0.0006259746,0.0003583439,0.0002616913,0.0002286481,0.000381595,0.0002388911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978649,"about_ca_system_score_gemma":0.0001377035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006769426,"about_ca_topic_score_gemma":0.0007748595,"domain_scores_codex":[0.9997341,0.0001168871,0.00002654423,0.00002979886,0.00004907119,0.00004357703],"domain_scores_gemma":[0.9985996,0.0005422478,0.0004808629,0.0001189796,0.000116273,0.0001420122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001136218,0.00009223384,0.9777784,0.00002884733,0.00006215089,0.0004678483,0.0001784681,0.00007698581,0.01527602,0.00004452666,0.00005089703,0.004807403],"study_design_scores_gemma":[0.000006266904,0.0003445492,0.9944085,0.000003812517,0.00006563955,0.001786773,0.0002525439,0.0001314102,0.002683612,0.00004268291,0.0002702842,0.000003874671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988348,0.0003252573,0.00006685463,0.0000175496,0.000002856407,0.000002463307,0.0000313385,0.000003552294,0.0007152598],"genre_scores_gemma":[0.9995145,0.0001091621,0.0000339691,0.000007966166,0.000004870851,0.000002947041,0.00004794693,0.0000016995,0.0002770715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001512174,"threshold_uncertainty_score":0.005058706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07065172253604395,"score_gpt":0.3592918167565173,"score_spread":0.2886400942204734,"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."}}