{"id":"W2789360394","doi":"10.1097/prs.0000000000004460","title":"IDEAL IMPLANT Structured Breast Implants: Core Study Results at 6 Years","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capsular contracture; Medicine; Implant; Breast augmentation; Silicone; Patient satisfaction; Breast implant; Food and drug administration; Saline; Investigational device exemption; Prosthesis; Surgery; Adverse effect; Breast reconstruction; Breast cancer; Anesthesia; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000489969,0.000491894,0.00103575,0.000616026,0.0003360596,0.00004808353,0.0001412158,0.0002784882,0.000643773],"category_scores_gemma":[0.0002948303,0.0004198457,0.0002647148,0.0004878966,0.0007340428,0.0002034068,0.0001358485,0.0004412921,0.000377148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921128,"about_ca_system_score_gemma":0.0003804823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001723116,"about_ca_topic_score_gemma":0.0003383622,"domain_scores_codex":[0.9965605,0.0001302652,0.001040886,0.0009026743,0.0005474543,0.0008182813],"domain_scores_gemma":[0.9966533,0.001532824,0.0004882057,0.0005159305,0.0003415117,0.000468253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01537485,0.0004349308,0.5230789,0.0000673628,0.0009774214,0.001135684,0.0009436688,6.804135e-7,0.002574028,0.00004226792,0.009812796,0.4455574],"study_design_scores_gemma":[0.004596417,0.0005682033,0.6385804,0.000203485,0.0002865258,0.353074,0.001173436,0.00006740521,0.000635737,0.0001253616,0.000252946,0.000436017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881517,0.0000321419,0.00003004878,0.00003589265,0.007993148,0.0006979515,0.002031311,0.0002235773,0.0008042401],"genre_scores_gemma":[0.9973792,0.000008600991,0.0002999725,0.00003224432,0.001643953,0.00002525103,0.0003797142,0.00006065027,0.0001704397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451213,"threshold_uncertainty_score":0.9998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588956846089511,"score_gpt":0.2650819789228141,"score_spread":0.239192410461919,"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."}}