{"id":"W3120573201","doi":"10.1007/s00266-020-02065-7","title":"Invited Discussion on: Superomedial Pedicle Breast Reduction for Gigantic Breast Hypertrophy: Experience in 341 Breasts and Suggested Safety Modifications","year":2021,"lang":"en","type":"letter","venue":"Aesthetic Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Banff Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Breast reduction; Reduction (mathematics); Plastic surgery; Muscle hypertrophy; Surgery; General surgery; Internal medicine","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":[0.001761449,0.001271587,0.0009329751,0.000765592,0.003611019,0.002338249,0.001793421,0.04443998,0.01015934],"category_scores_gemma":[0.009189143,0.0007677049,0.001658013,0.0005915756,0.001646144,0.002351351,0.001286287,0.02475127,0.00467568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003450135,"about_ca_system_score_gemma":0.002230307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292869,"about_ca_topic_score_gemma":0.009329207,"domain_scores_codex":[0.9986144,0.0003082006,0.0001433123,0.0002184626,0.0003519792,0.0003635943],"domain_scores_gemma":[0.9979303,0.0009526435,0.0001257009,0.00005515794,0.0003568181,0.00057939],"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":[0.0001752368,0.0001468446,0.001486738,0.00009222115,0.00001985768,0.02435347,0.0003663298,0.0001746469,0.0005688344,0.001633758,0.9617033,0.009278863],"study_design_scores_gemma":[0.0002136132,0.0002867541,0.004039317,0.0003850181,0.00005882238,0.02044642,0.001311286,0.0008528273,0.0004625865,0.004650342,0.9671647,0.0001283393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003081679,0.001310319,0.000279423,0.9280111,0.05755138,0.00007135257,0.000117914,0.00003412223,0.009542759],"genre_scores_gemma":[0.01400528,0.00170346,0.0005868059,0.8786076,0.06948183,0.0001303649,0.00008890218,0.0000832521,0.0353125],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04443998,"threshold_uncertainty_score":0.03398639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203719176051597,"score_gpt":0.2524169782368079,"score_spread":0.2203797864762919,"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."}}