{"id":"W3120573201","doi":"10.1007/s00266-020-02065-7","title":"Invited Discussion on: Superomedial Pedicle Breast Reduction for Gigantic Breast Hypertrophy: Experience in 341 Breasts and Suggested Safety Modifications","year":2021,"lang":"en","type":"letter","venue":"Aesthetic Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Banff Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Breast reduction; Reduction (mathematics); Plastic surgery; Muscle hypertrophy; Surgery; General 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000250838,0.0005662465,0.001081193,0.0008260739,0.0002216847,0.00007179466,0.0001079083,0.0008554682,0.0000551434],"category_scores_gemma":[0.0001309084,0.0004184979,0.0002730508,0.0006057717,0.0004599994,0.0001711951,0.00004522848,0.001124095,0.00001480177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102236,"about_ca_system_score_gemma":0.0003170921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009950265,"about_ca_topic_score_gemma":0.00001031532,"domain_scores_codex":[0.9966596,0.000194701,0.0008855131,0.000989189,0.0005624545,0.0007085514],"domain_scores_gemma":[0.9976693,0.001102478,0.0002596008,0.0005095332,0.0002013965,0.0002576507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.005646205,0.001413304,0.01809268,0.001722268,0.0002553294,0.002830668,0.001795903,0.00004123463,0.004223557,0.00002417069,0.2650974,0.6988573],"study_design_scores_gemma":[0.002991046,0.0001896175,0.07777172,0.004429607,0.000451539,0.904411,0.0006275258,0.001117191,0.0001363054,0.00004706897,0.006767346,0.001060086],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.751021,0.00009560643,0.0001028133,0.2442756,0.003213482,0.0006232894,0.0005600903,0.00009876197,0.000009331967],"genre_scores_gemma":[0.9825588,0.0001396065,0.0001491996,0.008440485,0.003203266,0.0003315135,0.004762472,0.0001584791,0.0002561436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9015803,"threshold_uncertainty_score":0.9998267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203719176051597,"score_gpt":0.2524169782368079,"score_spread":0.2203797864762919,"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."}}