{"id":"W4213037450","doi":"10.1007/s00266-022-02810-0","title":"Invited Discussion on: Reoperative Augmentation Mammaplasty: An algorithm to Optimize Implant Soft-Tissue Support, Pocket Control and Smooth Implant Stability with Composite reverse Inferior Muscle Sling and its Technical Variations.","year":2022,"lang":"en","type":"letter","venue":"Aesthetic Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sling (weapon); Implant; Plastic surgery; Soft tissue; Mammaplasty; Otorhinolaryngology; Surgery; Dentistry","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":[0.0005841419,0.000592054,0.001136987,0.0005545766,0.0003976315,0.0001074566,0.00008398573,0.0004481327,0.0002120039],"category_scores_gemma":[0.0001145096,0.0004005345,0.00008625586,0.0002859727,0.0001552793,0.0002080783,0.00008223564,0.001216831,0.000007234535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402604,"about_ca_system_score_gemma":0.0002416806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008115744,"about_ca_topic_score_gemma":0.00002392815,"domain_scores_codex":[0.9966688,0.0004443135,0.0007682128,0.0009499104,0.0006168215,0.0005519877],"domain_scores_gemma":[0.9971803,0.001605592,0.0003617535,0.0003372265,0.0001347059,0.0003803761],"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":[0.01658425,0.001250842,0.005610541,0.001214602,0.0007309145,0.01584619,0.00263981,0.0003464702,0.00796481,0.00002277319,0.3055999,0.6421889],"study_design_scores_gemma":[0.02305776,0.01549399,0.06678644,0.00517787,0.005146957,0.7395163,0.001690035,0.01802226,0.001046389,0.00008206633,0.118412,0.00556794],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7870585,0.00007341416,0.0120368,0.1901282,0.002502729,0.003404807,0.004436863,0.0003464109,0.00001226027],"genre_scores_gemma":[0.7293515,0.0001869328,0.01570774,0.2279657,0.002100364,0.001491699,0.02249034,0.0005154304,0.0001903584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7236701,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623616126173416,"score_gpt":0.244041531395303,"score_spread":0.2278053701335689,"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."}}