{"id":"W4408520714","doi":"10.1177/22925503251326277","title":"Areolar Contractility as a Sign of Nipple-Areolar Complex Vascular Insufficiency in Reduction Mammoplasty—Bridging the Gap in Breast Surgery for Diverse Skin Tones","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; University of Toronto","funders":"","keywords":"Medicine; Mammoplasty; Reduction Mammoplasty; Bridging (networking); Surgery; Contractility; Dilation (metric space); Cardiology; Internal medicine; Breast 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004851704,0.0006086471,0.0004127855,0.001743678,0.0005232153,0.0007161286,0.000735942,0.001589481,0.001845535],"category_scores_gemma":[0.003222826,0.0003241885,0.0003032387,0.0006476797,0.001310726,0.0009656625,0.0006314074,0.001106392,0.0004097055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495197,"about_ca_system_score_gemma":0.0002936941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005255418,"about_ca_topic_score_gemma":0.0004990158,"domain_scores_codex":[0.9996253,0.00007442637,0.00005157878,0.00005490956,0.00007406555,0.0001195437],"domain_scores_gemma":[0.9990312,0.0003788021,0.0001842806,0.00008162543,0.00006787184,0.0002562221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0009010747,0.0001630265,0.3370106,0.000109959,0.00003696589,0.6315238,0.0003445138,0.0002144925,0.01637978,0.0005997273,0.0007778071,0.01193819],"study_design_scores_gemma":[0.00003467374,0.0003197603,0.2050544,0.00005821136,0.0000477238,0.7873137,0.0008375201,0.001432561,0.003097754,0.0006193835,0.001155109,0.00002918602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890957,0.001743279,0.0014612,0.0008109466,0.0001448512,0.00005751116,0.00005719922,0.00004388851,0.006585374],"genre_scores_gemma":[0.9987317,0.0004413171,0.000298223,0.0001397177,0.0001717636,0.000006829492,0.0000218929,0.000006306419,0.0001821854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001845535,"threshold_uncertainty_score":0.006173968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141141324764335,"score_gpt":0.266523904931198,"score_spread":0.2351124916835546,"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."}}