{"id":"W1929853796","doi":"","title":"Capsular contracture, implant malposition are leading causes for secondary surgery","year":2012,"lang":"en","type":"article","venue":"Cosmetic Surgery Times","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Capsular contracture; Surgery; Breast augmentation; Implant; Reconstructive surgery; Contracture; Plastic surgery; Breast surgery; General surgery; Breast reconstruction; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006862177,0.0002384219,0.0007359137,0.0003367929,0.0001571937,0.00003153164,0.00003455307,0.000186507,0.0006962722],"category_scores_gemma":[0.0001567804,0.000198949,0.0003665087,0.0001454974,0.00008581422,0.0002568333,0.00001363773,0.0001837481,0.000149812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007058943,"about_ca_system_score_gemma":0.0001727805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001558662,"about_ca_topic_score_gemma":0.000002440557,"domain_scores_codex":[0.9984758,0.00007112006,0.0004423084,0.0002331173,0.0001831874,0.0005944995],"domain_scores_gemma":[0.997448,0.001725575,0.0002375618,0.0002051621,0.0001164649,0.0002671891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007145326,0.0003017862,0.3179552,0.0007879228,0.000545826,0.0001379681,0.0001504437,0.000001440299,0.0055605,0.0002022782,0.1796992,0.493943],"study_design_scores_gemma":[0.002183949,0.0001153843,0.5758923,0.002013444,0.001724507,0.2095509,0.0008656606,0.0001171942,0.1333678,0.0006309605,0.07199727,0.001540591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917594,0.0026243,0.0004306176,0.0004679169,0.003475575,0.0004377399,0.00008794492,0.000151668,0.0005648852],"genre_scores_gemma":[0.9967762,0.0000734545,0.0002478336,0.0003404727,0.001103171,0.00005948076,0.0004503314,0.00004446528,0.0009046358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4924024,"threshold_uncertainty_score":0.8112904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358854903227164,"score_gpt":0.2674904922983058,"score_spread":0.2339019432660342,"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."}}