{"id":"W2918820257","doi":"10.1097/prs.0000000000005567","title":"Current Risk Estimate of Breast Implant–Associated Anaplastic Large Cell Lymphoma in Textured Breast Implants","year":2019,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Breast implant; Anaplastic large-cell lymphoma; Incidence (geometry); Medicine; Implant; Population; Epidemiology; Internal medicine; Surgery; Lymphoma; Environmental health; Mathematics","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":["metaepi_narrow"],"category_scores_codex":[0.0009211248,0.001442607,0.006822057,0.002442395,0.0001483858,0.0000506742,0.0003006007,0.001147658,0.0002649344],"category_scores_gemma":[0.000467962,0.001189165,0.001567451,0.001421601,0.0003711691,0.0002527326,0.0001725034,0.001383096,0.000302996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007770846,"about_ca_system_score_gemma":0.002723888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363696,"about_ca_topic_score_gemma":0.0001278176,"domain_scores_codex":[0.9929631,0.0006739747,0.002797877,0.001358749,0.0006931218,0.001513223],"domain_scores_gemma":[0.9885348,0.006763883,0.003208293,0.0006640317,0.0003433849,0.0004856035],"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":[0.0006059514,0.0009265566,0.03436057,0.01828604,0.0008579193,0.0002276834,0.0000333262,0.000001522796,0.00000156455,0.000008692085,0.0004682343,0.9442219],"study_design_scores_gemma":[0.01050277,0.0002733677,0.116056,0.1409239,0.01147666,0.7036762,0.0001694642,0.0004980038,0.00001309903,0.00009219061,0.01318752,0.003130841],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1285709,0.8203844,0.00009468367,0.000002958215,0.01215973,0.00194064,0.03643062,0.000178485,0.0002374859],"genre_scores_gemma":[0.06623965,0.9287547,0.00009269821,0.000002839296,0.0004910127,0.0001061565,0.004028055,0.0002376275,0.0000472657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9410911,"threshold_uncertainty_score":0.9998324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430791040963773,"score_gpt":0.2890536290713078,"score_spread":0.2647457186616701,"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."}}