{"id":"W4318924158","doi":"10.1097/prs.0000000000010021","title":"Superomedial Pedicle Breast Reduction: The Critical View of Safety","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Breast reduction; Surgery; Parenchyma; Complication; Dissection (medical); Vascularity; Reduction (mathematics); Plastic surgery; Pathology","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":[0.001284616,0.0006149509,0.0003413489,0.001079746,0.000656204,0.0009256177,0.000654975,0.001161875,0.002356017],"category_scores_gemma":[0.003659109,0.0002019563,0.0003457365,0.0005310868,0.00205932,0.001294636,0.001379991,0.002010693,0.0004678299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006117509,"about_ca_system_score_gemma":0.0008473053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006150251,"about_ca_topic_score_gemma":0.001007619,"domain_scores_codex":[0.9989619,0.0002147048,0.00005667321,0.00009790703,0.0005244788,0.000144362],"domain_scores_gemma":[0.9980485,0.0008020833,0.0004576718,0.0001322777,0.0002877137,0.0002716733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006558027,0.0001659548,0.02587087,0.001299128,0.00009260148,0.0272994,0.001246895,0.001112047,0.02880829,0.02200012,0.02194804,0.8695008],"study_design_scores_gemma":[0.0001574807,0.002448802,0.04506301,0.001371006,0.000112161,0.7666042,0.001092833,0.006072388,0.02279711,0.01802129,0.1360871,0.000172582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5259187,0.1126583,0.1921771,0.04541489,0.006279205,0.0003041756,0.0001319604,0.001270089,0.1158455],"genre_scores_gemma":[0.9398613,0.008393945,0.03737608,0.006677012,0.002342653,0.00006012162,0.00005184069,0.0001122888,0.005124718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002356017,"threshold_uncertainty_score":0.007881701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861037606469422,"score_gpt":0.2478696560698875,"score_spread":0.2292592800051933,"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."}}