{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001429506,0.001218512,0.0008955043,0.0007606593,0.002100633,0.00204529,0.001394296,0.02971037,0.008260333],"category_scores_gemma":[0.008483755,0.0005864137,0.001316028,0.0005048417,0.001347373,0.002743337,0.0008069471,0.02023094,0.005531352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002746996,"about_ca_system_score_gemma":0.001755604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667296,"about_ca_topic_score_gemma":0.005628877,"domain_scores_codex":[0.998958,0.0002778863,0.0001282014,0.0001775317,0.0002911077,0.0001671715],"domain_scores_gemma":[0.9983816,0.0007614915,0.00008026154,0.00004038537,0.0003916848,0.0003445827],"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":[0.0001479515,0.00007969886,0.001175932,0.00006150551,0.00001791419,0.01402314,0.0001456567,0.0002319861,0.000431993,0.001443861,0.9723428,0.009897457],"study_design_scores_gemma":[0.0002916722,0.0002081651,0.00293814,0.0003254807,0.00005655101,0.02689194,0.0007011652,0.001679188,0.0005540971,0.009606981,0.9566225,0.0001240657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001916084,0.001732656,0.0003996051,0.9406381,0.04681516,0.00007478771,0.0001687006,0.00006342667,0.008191373],"genre_scores_gemma":[0.01324155,0.00232392,0.001081913,0.8814958,0.07870007,0.0001608981,0.0001256827,0.0000681256,0.02280212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02971037,"threshold_uncertainty_score":0.02763361,"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."}}