{"id":"W2972175973","doi":"10.1097/gox.0000000000002410","title":"Plastic Surgeons Defend Textured Breast Implants at 2019 U.S. Food and Drug Administration Hearing: Why It Is Time to Reconsider","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capsular contracture; Breast implant; Medicine; Implant; Food and drug administration; Breast augmentation; Surgery; Breast reconstruction; Internal medicine; Risk analysis (engineering); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006891097,0.0006423517,0.0005127249,0.0006097918,0.004061447,0.005695331,0.001031619,0.01680133,0.03144235],"category_scores_gemma":[0.02112897,0.0003766199,0.00106482,0.0003680692,0.00348555,0.002974634,0.002358768,0.01453363,0.009454059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254321,"about_ca_system_score_gemma":0.003937389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006045152,"about_ca_topic_score_gemma":0.008485062,"domain_scores_codex":[0.9955192,0.0008545457,0.0003990626,0.0004040597,0.002214592,0.0006085564],"domain_scores_gemma":[0.9882659,0.004794697,0.0009935667,0.0007548219,0.00343275,0.00175816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001028281,0.00004631495,0.0007480881,0.00008656857,0.00001664178,0.000519104,0.0002741918,0.0000315798,0.001118122,0.007125723,0.9275337,0.0623971],"study_design_scores_gemma":[0.00004648324,0.0001178705,0.001122281,0.0003749757,0.00002167286,0.0007841209,0.000715796,0.00005422089,0.0005808665,0.002504142,0.993641,0.00003666139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002490427,0.01560329,0.0004679391,0.9161294,0.04084265,0.0000272874,0.0001223853,0.0001343448,0.02418226],"genre_scores_gemma":[0.03605877,0.01596494,0.001143622,0.8512658,0.02648466,0.00004680227,0.0001784121,0.0001802987,0.06867664],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03144235,"threshold_uncertainty_score":0.1051851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016977756131058,"score_gpt":0.2570678771734397,"score_spread":0.2368980996121291,"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."}}