{"id":"W2944080993","doi":"10.1093/asj/sjz128","title":"Periareolar Augmentation-Mastopexy","year":2019,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mastopexy; Surgery; Plastic 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003429671,0.00009077621,0.0002191304,0.0001541034,0.00008467655,0.00003715629,0.00003331153,0.00005759513,0.00186838],"category_scores_gemma":[0.00000232534,0.00006910232,0.000164626,0.0000998872,0.00003316269,0.0001261488,0.000007079694,0.0002209161,0.000590381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005299463,"about_ca_system_score_gemma":0.0001715519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004535026,"about_ca_topic_score_gemma":4.416531e-7,"domain_scores_codex":[0.9991897,0.00004687154,0.0002557241,0.0001030287,0.0002152098,0.0001895124],"domain_scores_gemma":[0.999496,0.00005069937,0.0001135152,0.0001129167,0.0000779398,0.0001489084],"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":[0.0001155637,0.0000396945,0.1062609,0.000008285039,0.00002421054,0.0001041838,0.00009042444,0.000003126627,0.0001643163,0.00004784434,0.003723033,0.8894184],"study_design_scores_gemma":[0.0006412712,0.00004082727,0.008476149,0.0001382943,0.0000321424,0.9859545,0.0002515353,0.00003425726,0.0003685591,0.0001277707,0.003834425,0.0001002926],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948357,0.0001806388,0.00006029888,0.001053175,0.002033598,0.00009487513,9.875157e-7,0.00002536684,0.001715309],"genre_scores_gemma":[0.9979838,0.00005411978,0.0002689499,0.00007287359,0.000152069,0.000001523175,0.000007994947,0.00001525786,0.001443383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858503,"threshold_uncertainty_score":0.9990441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239552144792475,"score_gpt":0.236335125369966,"score_spread":0.2239396039220413,"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."}}