{"id":"W2959905481","doi":"10.1007/s00266-019-01442-1","title":"Invited Discussion on: “Breast Auto-augmentation (Mastopexy and Lipofilling): An Option for Quitting Breast Implants”","year":2019,"lang":"en","type":"letter","venue":"Aesthetic Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mastopexy; Medicine; Plastic surgery; Otorhinolaryngology; Breast augmentation; Breast implant; Breast reduction; General surgery; Surgery; Implant","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":[0.0004555366,0.0005978151,0.0009785546,0.0007149715,0.0002271853,0.0001085342,0.00009019277,0.0009228362,0.00003402563],"category_scores_gemma":[0.00006551567,0.000409844,0.0002661075,0.0001877103,0.0001438368,0.0002319813,0.00003514236,0.0009118113,0.00005268583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513803,"about_ca_system_score_gemma":0.0001455774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003277626,"about_ca_topic_score_gemma":0.000003241189,"domain_scores_codex":[0.9970891,0.0001576238,0.0007414024,0.0008498803,0.0005072092,0.0006548131],"domain_scores_gemma":[0.9973508,0.001393209,0.0005312228,0.0004026568,0.00013616,0.0001859399],"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":[0.001663734,0.0001736141,0.004577827,0.001021983,0.0001396979,0.0002745718,0.0001517186,0.00002936448,0.0004430195,0.00001141105,0.2680587,0.7234544],"study_design_scores_gemma":[0.00604321,0.001213833,0.03320742,0.009947527,0.001907803,0.8435216,0.0004542048,0.01454889,0.0002048151,0.0002731127,0.0861271,0.00255049],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7185224,0.00007425431,0.002398962,0.2678146,0.007749608,0.001638095,0.001438082,0.0003379383,0.00002603086],"genre_scores_gemma":[0.7431707,0.0002041076,0.001431605,0.1854418,0.01808533,0.0005245704,0.0486865,0.0008193034,0.001636016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.843247,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025855424196474,"score_gpt":0.2562812194472306,"score_spread":0.2304257952507567,"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."}}