{"id":"W2919718548","doi":"10.1016/j.bjps.2019.02.025","title":"Treatment of breast animation deformity: A systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Deformity; Implant; Breast reconstruction; Capsular contracture; Surgery; Inclusion and exclusion criteria; Complication; Breast augmentation; Modalities; MEDLINE; Mammaplasty; 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"],"consensus_categories":[],"category_scores_codex":[0.0007741415,0.0006581238,0.009893183,0.001105017,0.00004247317,0.00002150984,0.0001392208,0.0003824145,0.0001021117],"category_scores_gemma":[0.0002474979,0.0003875066,0.003764761,0.0005080251,0.0002124956,0.0001966269,0.00001686643,0.0003956805,0.00007069591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000646312,"about_ca_system_score_gemma":0.002143467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004474156,"about_ca_topic_score_gemma":4.141673e-7,"domain_scores_codex":[0.9942713,0.0005126034,0.003977889,0.0003047742,0.0006105145,0.0003229534],"domain_scores_gemma":[0.989395,0.001985905,0.007246184,0.00043813,0.0006950539,0.0002397693],"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":[0.00005884806,0.0001132652,0.0001029937,0.4279362,0.0008511912,0.00007126374,0.00001209862,9.161534e-8,9.032006e-8,0.00001265047,0.00005317277,0.5707881],"study_design_scores_gemma":[0.0003136608,0.0002682368,0.00002066688,0.4612876,0.01508895,0.5209732,0.00003174628,0.000002457351,6.338462e-7,0.000009990626,0.001833021,0.0001698041],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001566254,0.9937003,0.00007091666,0.00002213887,0.002526134,0.001864796,0.0001183481,0.00001402753,0.0001170596],"genre_scores_gemma":[0.0002613976,0.9991164,0.0001943704,0.000004671821,0.0001957222,0.00003750848,0.00004626385,0.00006189485,0.00008176026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5706183,"threshold_uncertainty_score":0.9998577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05025171462742086,"score_gpt":0.3062625932265746,"score_spread":0.2560108785991537,"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."}}