{"id":"W4366462731","doi":"10.1093/asj/sjad114","title":"Commentary on: Breast Explantation With Simultaneous Mastopexy and Volume Restoration: An Analysis of Clinical Outcomes and Prospective Quality of Life","year":2023,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bayer (Canada); College of Physicians and Surgeons of Ontario; University of Toronto","funders":"","keywords":"Mastopexy; Medicine; Quality of life (healthcare); General surgery; Plastic surgery; Gerontology; Surgery","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":[0.00248178,0.0007952209,0.001218989,0.0009871634,0.001723583,0.001784288,0.002730255,0.0219447,0.008362886],"category_scores_gemma":[0.02479749,0.0004265849,0.001178712,0.001172636,0.001619339,0.002080593,0.001053691,0.01568684,0.004633207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563047,"about_ca_system_score_gemma":0.002954729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258966,"about_ca_topic_score_gemma":0.006879864,"domain_scores_codex":[0.9976379,0.0006669112,0.0003114603,0.0003232019,0.0008305367,0.0002299275],"domain_scores_gemma":[0.9850036,0.009152371,0.00071461,0.0002571019,0.003794788,0.001077457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005020422,0.00001336109,0.0003932239,0.00007101893,0.000008405696,0.0003990694,0.00006637943,0.00001782967,0.00006181647,0.0002838859,0.9958476,0.002787313],"study_design_scores_gemma":[0.0002190051,0.0001882224,0.004841104,0.001140505,0.00008383488,0.003198073,0.001177634,0.0003105912,0.0005175857,0.003209773,0.9849625,0.0001511769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009478606,0.002004934,0.0001581028,0.8892638,0.1052867,0.00005524366,0.0003532357,0.00005455232,0.001875422],"genre_scores_gemma":[0.005429082,0.001751948,0.0002330244,0.881644,0.1065973,0.00009261091,0.0001353219,0.00003293341,0.00408392],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0219447,"threshold_uncertainty_score":0.02797663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05599254997859213,"score_gpt":0.3373733137920165,"score_spread":0.2813807638134244,"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."}}