{"id":"W2334890167","doi":"10.1097/sap.0000000000000234","title":"Vertical Scar Breast Reduction","year":2014,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inframammary fold; Medicine; Areola; Breast reduction; Surgery; Vascularity; Scars; Cosmesis; Fibrous joint; Reduction (mathematics); Mammaplasty; Implant","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":[],"consensus_categories":[],"category_scores_codex":[0.0002754375,0.00008536461,0.0002805432,0.0001595762,0.0000302165,0.000005048013,0.00002151501,0.00008377513,0.0001229825],"category_scores_gemma":[0.000202733,0.00007016448,0.0001695539,0.000128586,0.0001080802,0.00006512048,0.000009052485,0.00008710424,0.00006207656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005170308,"about_ca_system_score_gemma":0.00005792042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538732,"about_ca_topic_score_gemma":4.778831e-7,"domain_scores_codex":[0.9992103,0.00003916628,0.0002589572,0.0001334624,0.0001743178,0.0001837813],"domain_scores_gemma":[0.9989157,0.0006605741,0.00005027038,0.0001228194,0.0001250594,0.0001255363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001840822,0.0004089123,0.252793,0.0003674991,0.0003394209,0.00001860877,0.00005284982,0.00002991856,0.01035954,0.001109614,0.03681954,0.6958603],"study_design_scores_gemma":[0.000442948,0.0001092607,0.9366946,0.0005084982,0.0001449891,0.04648226,0.00006241775,0.0007495759,0.01371595,0.0002875418,0.0006068716,0.0001950918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970869,0.00003534439,0.0002443088,0.0002922878,0.00177353,0.00003759621,0.000007067888,0.00003931326,0.0004836335],"genre_scores_gemma":[0.9992577,0.00001734796,0.00002469668,0.00002387277,0.000591785,0.000001963018,0.00002228662,0.000009831608,0.0000505247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6956652,"threshold_uncertainty_score":0.2861224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530793152307228,"score_gpt":0.2808056322434213,"score_spread":0.235497700720349,"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."}}