{"id":"W4377693372","doi":"10.1097/prs.0000000000010713","title":"Symmetric Breast Surgery: Balancing Procedures versus Prophylactic Mastectomy and Immediate Reconstruction","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Mastectomy; Mastopexy; Breast cancer; Prospective cohort study; Surgery; Symmetrization; Breast reduction; Breast reconstruction; Patient satisfaction; Mammaplasty; Cancer; Internal medicine; Plastic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007353671,0.0001633394,0.0003661095,0.0002025319,0.0002032054,0.0003272625,0.0002081457,0.0001663102,0.003589814],"category_scores_gemma":[0.001697735,0.00005356668,0.0003856481,0.0002964219,0.0003120108,0.0002621273,0.0002795266,0.0001964981,0.0001889498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346901,"about_ca_system_score_gemma":0.0004966924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002034984,"about_ca_topic_score_gemma":0.0005507194,"domain_scores_codex":[0.9996474,0.00009372689,0.00005227923,0.00006067736,0.0000914824,0.00005443401],"domain_scores_gemma":[0.9990589,0.000309271,0.0004389089,0.00003148851,0.00002322995,0.0001382577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006188471,0.0003944176,0.9191013,0.0002501888,0.000293089,0.0006641838,0.0000757481,0.0003627725,0.002115449,0.0002360043,0.0003245056,0.0699939],"study_design_scores_gemma":[0.0007490023,0.0141314,0.964857,0.0001635389,0.0003696086,0.01505351,0.0006318165,0.0009528123,0.001547841,0.0004028646,0.001124817,0.00001573179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983913,0.0007736962,0.0001526988,0.00005989202,0.00001488554,0.00001366607,0.00005850774,0.000002096108,0.0005332126],"genre_scores_gemma":[0.9994316,0.0002574972,0.000124447,0.00003167706,0.00002560422,0.00001127789,0.0000699443,6.972904e-7,0.00004717928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003589814,"threshold_uncertainty_score":0.01200908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090293511608316,"score_gpt":0.2368289481491843,"score_spread":0.2159260130331011,"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."}}