{"id":"W2437091439","doi":"10.1002/cncr.30118","title":"Breast intraductal papillomas without atypia in radiologic‐pathologic concordant core‐needle biopsies: Rate of upgrade to carcinoma at excision","year":2016,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Cancer Institute","keywords":"Medicine; Atypia; Concordance; Intraductal papilloma; Papilloma; Ductal carcinoma; Biopsy; Radiology; Breast cancer; Carcinoma; Cancer; Lobular carcinoma; Carcinoma in situ; Population; Pathology; 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":[0.0002814882,0.0002606309,0.0006243492,0.0001927594,0.00005274281,0.000005192725,0.000169218,0.0001563558,0.0006819621],"category_scores_gemma":[0.00007212889,0.0001511025,0.0001227354,0.0003635126,0.000277772,0.00006254332,0.0001379409,0.0001379486,0.00006509219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004397143,"about_ca_system_score_gemma":0.0001754376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002662432,"about_ca_topic_score_gemma":0.00007523986,"domain_scores_codex":[0.9983597,0.0000805149,0.0004401284,0.0005006681,0.000171025,0.0004479973],"domain_scores_gemma":[0.9989084,0.00008749493,0.0001419783,0.0004748473,0.0001269558,0.0002603491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268615,0.00006696551,0.5246689,0.00004351357,0.00001606584,0.000233895,0.0003213024,0.00000323412,0.4596246,0.0001995658,0.001232885,0.01232042],"study_design_scores_gemma":[0.002911138,0.0004940351,0.9735893,0.0003990709,0.00004657457,0.001242674,0.000227941,0.00002899259,0.01929986,0.0001333057,0.001384256,0.0002428238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947152,0.001258594,0.00006438552,0.002491214,0.0003419649,0.0005140085,0.0001156214,0.00004510603,0.0004539323],"genre_scores_gemma":[0.9970262,0.0002375181,0.0002516529,0.0005011507,0.0002163168,0.00009634421,0.00001033198,0.00003084383,0.00162962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4489204,"threshold_uncertainty_score":0.7467006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278454105081358,"score_gpt":0.2934291393811122,"score_spread":0.2606445983302986,"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."}}