{"id":"W2985569542","doi":"10.1097/sap.0000000000002139","title":"The Food and Drug Administration Bans Biocell Textured Breast Implants","year":2019,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Food and drug administration; Administration (probate law); Drug; Drug administration; Pharmacology","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":[0.0002725173,0.0001031098,0.0002326008,0.00008385941,0.0000610887,0.00001786703,0.00003043536,0.00006596017,0.00004620839],"category_scores_gemma":[0.00006434684,0.00006590151,0.00009704379,0.00008948199,0.00008368864,0.00006383478,0.0000117892,0.00008785054,0.00002727797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003208092,"about_ca_system_score_gemma":0.000115259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201275,"about_ca_topic_score_gemma":0.00001771679,"domain_scores_codex":[0.9992279,0.000031987,0.0002562042,0.0001421603,0.0001532794,0.0001884221],"domain_scores_gemma":[0.9979809,0.001581986,0.0001319256,0.0001313878,0.00008384993,0.00008997008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002172142,0.0001730015,0.7702043,0.0003519844,0.0004355352,0.00002218145,0.0001189633,0.000001314935,0.003856634,0.0004079264,0.02270616,0.1995498],"study_design_scores_gemma":[0.0004988902,0.0001868697,0.9698898,0.0003215453,0.00007911176,0.01568251,0.0003173616,0.00008573035,0.01158875,0.0001407019,0.001042052,0.0001667242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975415,0.0003185227,0.000006763363,0.000505078,0.001116516,0.0001159917,0.0000942769,0.00001883544,0.0002824655],"genre_scores_gemma":[0.9994135,0.0001246487,0.000004617062,0.00003251559,0.000138027,0.000002449877,0.00004200887,0.000008903273,0.0002332568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996855,"threshold_uncertainty_score":0.2687385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745289055968168,"score_gpt":0.2610238181539118,"score_spread":0.2335709275942301,"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."}}