{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001865691,0.0009053887,0.0008947401,0.0006008135,0.003902702,0.003653927,0.001594739,0.05539576,0.01260849],"category_scores_gemma":[0.01175247,0.0007276915,0.00148293,0.0004416683,0.001749255,0.002725422,0.001475332,0.03085368,0.00620909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003635814,"about_ca_system_score_gemma":0.003287371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005901606,"about_ca_topic_score_gemma":0.01099041,"domain_scores_codex":[0.9982334,0.0004493629,0.0001791616,0.0002652012,0.0003965602,0.0004763108],"domain_scores_gemma":[0.9971295,0.001497754,0.0002121812,0.00006407997,0.0003943892,0.0007021219],"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":[0.0001072831,0.0000584677,0.0008669948,0.00005387633,0.00001419526,0.008306776,0.0002015706,0.00007492839,0.0003062116,0.001579221,0.9835393,0.004891123],"study_design_scores_gemma":[0.0001694914,0.0001251925,0.002632679,0.0003456145,0.00004529135,0.0085973,0.0009733238,0.0006201403,0.0003519449,0.004706574,0.9813339,0.00009854273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001113961,0.001013092,0.0001025756,0.9629102,0.02700599,0.00003582211,0.00009773277,0.00002887824,0.007691726],"genre_scores_gemma":[0.005731923,0.0008280926,0.0002281566,0.944661,0.02905017,0.00005731904,0.00005160138,0.00003425455,0.01935752],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05539576,"threshold_uncertainty_score":0.04217964,"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."}}