{"id":"W2474754982","doi":"10.1097/prs.0000000000002280","title":"Secondary Breast Augmentation","year":2016,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Breast augmentation; Medicine; Capsular contracture; Augmentation Mammoplasty; Surgery; Implant; Incidence (geometry); General surgery; Breast reconstruction; Breast cancer; Internal medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003104473,0.0007479543,0.002991277,0.001068996,0.0001466702,0.00004466268,0.0001036001,0.000636564,0.003071823],"category_scores_gemma":[0.000167044,0.0005137714,0.001084618,0.0004650164,0.0004319414,0.0002751141,0.00005666162,0.0007260976,0.001242367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094453,"about_ca_system_score_gemma":0.002231406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007158873,"about_ca_topic_score_gemma":0.000003031068,"domain_scores_codex":[0.9968048,0.0002194173,0.001247918,0.0007966439,0.0003446776,0.0005864893],"domain_scores_gemma":[0.9944094,0.003820013,0.0008470124,0.0003807613,0.000188989,0.000353837],"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":[0.00009122784,0.00003664156,0.0002471033,0.007915921,0.0007720351,0.00009946908,0.000008158845,5.760783e-9,9.499308e-7,0.00003570112,0.002150668,0.9886421],"study_design_scores_gemma":[0.0006177954,0.00003633498,0.0004925,0.05285819,0.002138677,0.528072,0.00004602903,0.000001037004,0.000004473406,0.0001148856,0.4148275,0.0007905993],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005513671,0.9837151,0.0001315581,0.00001709379,0.008888929,0.0007879139,0.002146558,0.0002073617,0.003554103],"genre_scores_gemma":[0.00008852064,0.995816,0.0002224481,0.00001055065,0.001697427,0.0001111393,0.001171976,0.0001210306,0.0007608988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9878515,"threshold_uncertainty_score":0.9997314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360215572040839,"score_gpt":0.2900806891736018,"score_spread":0.2564785334531934,"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."}}