{"id":"W4282970981","doi":"10.1093/asj/sjac158","title":"The Macrotextured Implant Recall: Breast Implant–Associated-Anaplastic Large Cell Lymphoma Risk Aversion in Cosmetic and Reconstructive Plastic Surgery Practices","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Anaplastic large-cell lymphoma; Reconstructive surgery; Breast implant; Retrospective cohort study; Plastic surgery; Population; Cohort; Surgery; Dentistry; Odds ratio; Implant; Internal medicine; Lymphoma","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","sts"],"consensus_categories":[],"category_scores_codex":[0.003837419,0.0003629036,0.0007744237,0.0006264877,0.001726852,0.0001673782,0.0001533202,0.0001700689,0.000141814],"category_scores_gemma":[0.0003009626,0.000267667,0.0003275675,0.0005453115,0.000217297,0.0002435271,0.0001327674,0.001203716,0.00001619297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424066,"about_ca_system_score_gemma":0.0007761074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001489078,"about_ca_topic_score_gemma":0.0001472032,"domain_scores_codex":[0.9956086,0.001373493,0.0009836489,0.0004395128,0.0006876312,0.000907112],"domain_scores_gemma":[0.9898579,0.00749385,0.001891366,0.0002480846,0.0001368304,0.0003719725],"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":[0.004271029,0.0006872892,0.2517838,0.00003664476,0.0002095794,0.003266893,0.0003731596,0.00002191715,0.0000303948,0.00001589235,0.01264595,0.7266574],"study_design_scores_gemma":[0.002786785,0.0001556858,0.06658456,0.0002298123,0.0002622675,0.9253984,0.002152829,0.0005963466,0.00002946672,0.0002673641,0.001223116,0.0003133687],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930729,0.001035206,0.00002410703,0.0006645405,0.004550007,0.0002672752,0.0002677348,0.00004678942,0.00007143736],"genre_scores_gemma":[0.9980829,0.001507499,0.00002922732,0.00003983835,0.0001167977,0.00002655128,0.00006282583,0.00004802262,0.00008635863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9221315,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205345536595842,"score_gpt":0.2295469062997056,"score_spread":0.2174934509337472,"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."}}