{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007552743,0.000558316,0.000917518,0.005545684,0.0002267394,0.001874024,0.001336813,0.0007528942,0.0032536],"category_scores_gemma":[0.02330321,0.0003035609,0.001667023,0.00306773,0.0003109613,0.001270163,0.000890245,0.0009733365,0.001317982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075724,"about_ca_system_score_gemma":0.0009503261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008767,"about_ca_topic_score_gemma":0.002193038,"domain_scores_codex":[0.9953631,0.001446633,0.0008079585,0.0006952021,0.001520403,0.0001667857],"domain_scores_gemma":[0.9808143,0.006848914,0.006376427,0.000921492,0.004682142,0.0003566087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003633066,0.0000625535,0.8187262,0.003545359,0.001480023,0.0003022873,0.0003334728,0.002215229,0.0004293346,0.003458037,0.01413216,0.154952],"study_design_scores_gemma":[0.00008837145,0.0005878171,0.8024741,0.008524742,0.005680996,0.01047449,0.001879999,0.0119814,0.001718815,0.01095201,0.1455068,0.0001303913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2744026,0.5470403,0.08709861,0.01687092,0.00157303,0.0004911026,0.02819144,0.001010271,0.04332171],"genre_scores_gemma":[0.8077834,0.1500848,0.02281337,0.001436223,0.001346512,0.0003984756,0.01357536,0.0001122485,0.002449676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007552743,"threshold_uncertainty_score":0.03994322,"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."}}