{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006124313,0.0001923783,0.0005529832,0.0002311526,0.0004516159,0.00001193887,0.00009812666,0.00007285007,0.00400005],"category_scores_gemma":[0.0002771691,0.0001450367,0.0002798074,0.0004992311,0.001018276,0.0001357407,0.00009375046,0.0005494893,0.00002697707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308131,"about_ca_system_score_gemma":0.0004874621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003535456,"about_ca_topic_score_gemma":0.000002450749,"domain_scores_codex":[0.9979519,0.0002568804,0.0006201059,0.0003308656,0.0004909428,0.0003493043],"domain_scores_gemma":[0.9963139,0.00292383,0.0001558344,0.0002556169,0.0001877113,0.0001631208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003032201,0.0003623509,0.07658782,0.0002976945,0.0003981905,0.0000978519,0.0005563269,0.00001631701,0.001526743,0.00269003,0.002241648,0.9121928],"study_design_scores_gemma":[0.0009518038,0.000166827,0.0908339,0.0001956075,0.0003809941,0.8998809,0.004385822,0.0001526702,0.00068645,0.0007209881,0.001331037,0.000313004],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883156,0.000300257,0.0001598752,0.001022319,0.00850432,0.000247867,0.0003823223,0.00005519875,0.001012192],"genre_scores_gemma":[0.9986506,0.0000288714,0.0001877595,0.0000226753,0.0009024882,0.00004710399,0.00005758684,0.00002151122,0.00008143842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9118798,"threshold_uncertainty_score":0.9969105,"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."}}