{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131832,0.0002323505,0.001583205,0.0006063491,0.0000897069,0.00003170998,0.00004685023,0.0003194924,0.00003056194],"category_scores_gemma":[0.00004275444,0.0001613344,0.0002762626,0.0003002002,0.0003477571,0.000115169,0.00001503668,0.0009148197,0.00000110128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003351381,"about_ca_system_score_gemma":0.0002104676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002000878,"about_ca_topic_score_gemma":0.00007407695,"domain_scores_codex":[0.9971789,0.0005410566,0.001279538,0.0002929216,0.000534491,0.0001730658],"domain_scores_gemma":[0.9967189,0.001278212,0.001283023,0.0002293787,0.0003174292,0.0001730263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001551336,0.0001070795,0.8849047,0.00007957469,0.001334786,0.0004497762,0.0001993241,0.00002802301,3.283383e-7,0.000002118919,0.03116163,0.08018136],"study_design_scores_gemma":[0.001557572,0.0005690301,0.8324746,0.0004537854,0.00247013,0.1608251,0.0005171634,0.0004036099,0.000001913474,0.00003322927,0.0004229313,0.0002708309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029429,0.0000440662,0.00003897349,0.09626756,0.0003568664,0.0001735068,0.0001487004,0.00001698198,0.000010433],"genre_scores_gemma":[0.9834187,0.0001995991,0.0001761061,0.01478711,0.0006986928,0.000005583616,0.0005212443,0.00004084367,0.0001521416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1603754,"threshold_uncertainty_score":0.6579025,"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."}}