{"id":"W4281620344","doi":"10.1007/s10549-022-06631-2","title":"Excision of breast fibroepithelial lesions: when is it still necessary?—A 10-year review of a regional centre","year":2022,"lang":"en","type":"review","venue":"Breast Cancer Research and Treatment","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Fibroadenoma; Pathological; Logistic regression; Lesion; Biopsy; Phyllodes tumor; Radiology; Surgical excision; Breast cancer; Cancer; Surgery; 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":[0.001970637,0.0009958403,0.00340646,0.004221219,0.0003254591,0.001501061,0.001519768,0.001351558,0.003131577],"category_scores_gemma":[0.003341881,0.0005286708,0.001906046,0.004580393,0.0007367374,0.001797699,0.0009498725,0.001437276,0.0008937007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097619,"about_ca_system_score_gemma":0.002353265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002867018,"about_ca_topic_score_gemma":0.008492303,"domain_scores_codex":[0.9992248,0.0001663451,0.00022575,0.0001357074,0.0001933172,0.00005411313],"domain_scores_gemma":[0.9975816,0.001461135,0.0004337422,0.00004627281,0.0003737425,0.0001035389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003307362,0.00005498383,0.0006034086,0.1352125,0.0008022042,0.000325223,0.0001245307,0.0002504703,0.0007927463,0.0007047823,0.01892738,0.8418711],"study_design_scores_gemma":[0.0002809975,0.0005897647,0.009861772,0.2100812,0.007293322,0.006212762,0.0006103276,0.0001683436,0.0006380952,0.0009885104,0.7631676,0.0001072773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005101396,0.9997266,0.00001456043,0.00007242108,0.00003860233,0.00000217329,0.00001033148,9.935445e-7,0.00008328369],"genre_scores_gemma":[0.0004152344,0.9992726,0.00005644247,0.0001586196,0.00003986402,0.000002252292,0.00001866898,7.861659e-7,0.00003554961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004221219,"threshold_uncertainty_score":0.01047611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.19095347585919,"score_gpt":0.4280089266914535,"score_spread":0.2370554508322635,"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."}}