{"id":"W4294904592","doi":"10.1007/s00266-022-03074-4","title":"Invited Discussion on “Modified Central Pedicle in Breast Reduction and Mastopexy: The Dermal Suspension Technique” APSU-D-22-00212-R2","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":"Canmore Museum and Geoscience Centre; Banff Centre","funders":"","keywords":"Mastopexy; Medicine; Breast reduction; Plastic surgery; Otorhinolaryngology; Reduction (mathematics); 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000505774,0.0004808217,0.0007292645,0.0007313942,0.0002733369,0.00004565383,0.0001206883,0.0006283079,0.0002191193],"category_scores_gemma":[0.00005809392,0.0002827942,0.000202332,0.000448051,0.0003163773,0.00009789387,0.0001079355,0.002460734,0.00001245162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563843,"about_ca_system_score_gemma":0.0001572956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001236158,"about_ca_topic_score_gemma":0.000006384123,"domain_scores_codex":[0.9968752,0.0004172688,0.0006324226,0.0006824859,0.0006837748,0.0007088937],"domain_scores_gemma":[0.9984107,0.0006571275,0.0002980655,0.0004448418,0.00004303042,0.0001462205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.001503381,0.0002078976,0.004585751,0.0002141689,0.00004219526,0.00206396,0.0001699215,0.00003307916,0.0004496838,0.000007306955,0.8755697,0.1151529],"study_design_scores_gemma":[0.001982564,0.0003179511,0.03796631,0.002766529,0.0004645119,0.8938967,0.0004360836,0.0006126172,0.0003874417,0.0001415059,0.05997983,0.001047979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6314129,0.00007258141,0.00003725974,0.3637909,0.003594957,0.0008216623,0.00007088119,0.0001281095,0.00007085812],"genre_scores_gemma":[0.9670958,0.0001394394,0.00003766275,0.02774055,0.002367138,0.0002573679,0.00165553,0.0001560588,0.0005504396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8918327,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746478151739636,"score_gpt":0.2212321228354831,"score_spread":0.2037673413180867,"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."}}