{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001579222,0.0001675954,0.0002142717,0.00121965,0.0002413278,0.0005459925,0.0003769159,0.0003384381,0.000814457],"category_scores_gemma":[0.007518796,0.0002062322,0.0002221305,0.0007628578,0.0003274719,0.0003919758,0.0005508229,0.0003248351,0.0002307754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185372,"about_ca_system_score_gemma":0.0001767148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703989,"about_ca_topic_score_gemma":0.00174982,"domain_scores_codex":[0.9985851,0.0003703734,0.0001851974,0.0002903786,0.0004062232,0.0001627693],"domain_scores_gemma":[0.9933385,0.002105576,0.003010069,0.0004604788,0.000790838,0.0002943588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003762256,0.000005046686,0.9987596,0.000003457212,0.00000614128,0.0000795831,0.00003309693,0.00001052134,0.000164548,0.000003860162,0.00001517202,0.0008813937],"study_design_scores_gemma":[0.000001586974,0.00004259539,0.9974914,0.000004717352,0.00001215609,0.001722037,0.0001234146,0.0001522172,0.0003426024,0.000008952746,0.00009636332,0.000002007425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999215,0.0002161183,0.00009822104,0.000009749819,0.000002895212,0.000007324239,0.00005269787,0.000003027314,0.0003949509],"genre_scores_gemma":[0.9997926,0.00004133038,0.0000635816,0.000006374828,0.000004055632,0.000002331418,0.00006163408,0.000001212522,0.00002678395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001703989,"threshold_uncertainty_score":0.008351862,"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."}}