{"id":"W2078754831","doi":"10.1177/1090820x13510930","title":"Commentary on: Nipple Areola Reconstructing Reduction Mammaplasty","year":2013,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Mammaplasty; Areola; Reduction (mathematics); Breast reduction; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000601495,0.0004993996,0.0009300102,0.0007275263,0.0003940678,0.0001496746,0.0001245456,0.0008609167,0.001742961],"category_scores_gemma":[0.000007762253,0.0004029509,0.0006374532,0.0001824294,0.0002311159,0.000191738,0.00002793825,0.004769837,0.0003674703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002991106,"about_ca_system_score_gemma":0.0002816568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004028134,"about_ca_topic_score_gemma":4.936034e-7,"domain_scores_codex":[0.9970082,0.0002948616,0.0009567103,0.000423448,0.0006287718,0.0006880172],"domain_scores_gemma":[0.9980548,0.0002488072,0.0008474782,0.000393015,0.000199987,0.000255929],"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":[0.00005705799,0.00002266109,0.000992133,0.00003023305,0.00007711647,0.0008114511,0.00001956067,5.509096e-7,0.000002544026,5.021466e-7,0.5652533,0.4327329],"study_design_scores_gemma":[0.0004016812,0.00007017597,0.0000286382,0.001079336,0.0001422113,0.733453,0.00009429907,0.000008946246,0.0001000424,0.0001667734,0.2641583,0.0002965356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3354251,0.0001905416,0.00001419945,0.6511711,0.01198262,0.000284207,0.0000190596,0.00008782752,0.000825279],"genre_scores_gemma":[0.05762717,0.001443185,0.003489386,0.8328991,0.08958764,0.0001220803,0.00240307,0.0007630149,0.01166537],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7326416,"threshold_uncertainty_score":0.9998422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496882852986656,"score_gpt":0.2355148832215431,"score_spread":0.2105460546916765,"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."}}