{"id":"W2124088761","doi":"10.1002/dc.21534","title":"The diagnostic utility of CK5/6 and p63 in fine‐needle aspiration of the breast lesions diagnosed as proliferative fibrocystic lesion","year":2010,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Fibroadenoma; Atypia; Fine-needle aspiration; Stain; Biopsy; Cytopathology; Pathology; Cytokeratin; Staining; Radiology; Immunohistochemistry; Cytology; Breast cancer; Internal medicine; Cancer","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006035225,0.0002244768,0.0004816979,0.0001151874,0.0002108269,0.00001321974,0.0002094192,0.0002280831,0.00008943117],"category_scores_gemma":[0.01504889,0.0001336403,0.0001167038,0.0003668714,0.0008349314,0.00006497787,0.0001959772,0.0005514178,0.000009795933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002158701,"about_ca_system_score_gemma":0.0002903852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002638481,"about_ca_topic_score_gemma":0.001131744,"domain_scores_codex":[0.9981171,0.0003047378,0.000620443,0.0003635891,0.0002707832,0.0003233421],"domain_scores_gemma":[0.9899536,0.008733594,0.0002599727,0.0006888172,0.0002447089,0.0001192726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002188989,0.000580339,0.9395908,0.0001325139,0.00001434836,0.0001323156,0.0008373323,0.000006989437,0.02699688,0.00337189,0.0001780271,0.02793971],"study_design_scores_gemma":[0.001420483,0.0004466092,0.9898124,0.0003108881,0.0001140043,0.001032859,0.0003254006,0.000222486,0.004875952,0.001210891,0.0001122651,0.0001157373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951359,0.0006545859,0.00005514521,0.00220222,0.0003287915,0.001109901,0.00007038628,0.00001771879,0.0004253502],"genre_scores_gemma":[0.9992923,0.0001301262,0.00008228634,0.0001434421,0.00009234458,0.0001632632,0.00001953694,0.000020091,0.00005668194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05022167,"threshold_uncertainty_score":0.9932477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149215351487694,"score_gpt":0.2595461730161972,"score_spread":0.2480540195013203,"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."}}