{"id":"W2920331993","doi":"10.1097/prs.0000000000005569","title":"Breast Reconstruction Following Breast Implant–Associated Anaplastic Large Cell Lymphoma","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anaplastic large-cell lymphoma; Breast implant; Medicine; Lymphoma; Oncology; Implant; Large cell; Internal medicine; Surgery; Cancer; Adenocarcinoma","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006248011,0.0007175456,0.001487414,0.0009807814,0.0003399442,0.0001005788,0.0001501793,0.0005602265,0.001149199],"category_scores_gemma":[0.0001725139,0.0006737853,0.0008685372,0.0009039713,0.0002277069,0.0006771061,0.00008641374,0.0005259013,0.0009007136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005466884,"about_ca_system_score_gemma":0.0007740285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007118383,"about_ca_topic_score_gemma":0.00004980721,"domain_scores_codex":[0.9956692,0.0002147385,0.001112038,0.001062325,0.0006349146,0.001306721],"domain_scores_gemma":[0.995526,0.002469674,0.0006623181,0.0004813518,0.0003164507,0.0005442605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001619014,0.0006207661,0.6845549,0.0002556164,0.0008688719,0.0003082641,0.00009629463,0.000005341384,0.001704395,0.0000730293,0.0005295773,0.3093639],"study_design_scores_gemma":[0.007629256,0.0001670118,0.4279363,0.001385169,0.0006600079,0.5578895,0.001171799,0.001155976,0.000750219,0.0001737454,0.0000697977,0.00101119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797754,0.0001014474,0.00026655,0.00004726941,0.01476686,0.0006166311,0.0009839752,0.0003937691,0.003048053],"genre_scores_gemma":[0.998028,0.00002150369,0.0003123645,0.00003721672,0.0005270959,0.00003139204,0.000450241,0.0001090682,0.0004831044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5575812,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008267317687555837,"score_gpt":0.2100187838855657,"score_spread":0.2017514661980098,"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."}}