{"id":"W2805836231","doi":"10.1097/prs.0000000000004678","title":"Not All Breast Implants Are Equal: A 13-Year Review of Implant Longevity and Reasons for Explantation","year":2018,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Implant; Medicine; Capsular contracture; Demographics; Dentistry; Surgery; Mammaplasty; 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"],"consensus_categories":[],"category_scores_codex":[0.001025844,0.0008093134,0.004660117,0.0006792808,0.000122725,0.00002969476,0.0001322542,0.0005900632,0.000127714],"category_scores_gemma":[0.0009667492,0.0006338457,0.001006975,0.0003429616,0.00049961,0.0001962974,0.00007935072,0.0004802676,0.00004022797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765763,"about_ca_system_score_gemma":0.0008973313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003819362,"about_ca_topic_score_gemma":0.00002884499,"domain_scores_codex":[0.9959735,0.0003041102,0.001751716,0.0009386872,0.0003943304,0.0006376404],"domain_scores_gemma":[0.9902628,0.00612624,0.002244095,0.0004516682,0.0005381421,0.0003770465],"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":[0.0003727271,0.00005825183,0.00184473,0.1877764,0.0009749862,0.00004971792,0.00001629687,6.049349e-9,0.000001603009,0.00003638718,0.003937939,0.8049309],"study_design_scores_gemma":[0.0009125113,0.0001946995,0.001926607,0.4465158,0.007736783,0.5009694,0.0001133651,0.00000473891,0.0000179069,0.00006703481,0.04058829,0.0009528591],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003885864,0.9772948,0.0002386047,0.00003559174,0.003434623,0.00240755,0.01250329,0.00009187995,0.0001077791],"genre_scores_gemma":[0.000468461,0.9954748,0.0006287913,0.00004264834,0.0007901018,0.0002444881,0.0022168,0.0001021678,0.00003172454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8039781,"threshold_uncertainty_score":0.9996113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07792079400272292,"score_gpt":0.3295683449492455,"score_spread":0.2516475509465226,"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."}}