{"id":"W4308769183","doi":"10.1177/10668969221102551","title":"Breast Implanted-Associated Anaplastic Large Cell Lymphoma: A Case of Advanced Disease with Flow Cytometric Findings","year":2022,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Anaplastic large-cell lymphoma; Breast implant; Medicine; Immunophenotyping; Biopsy; Pathology; Lymphoma; CD30; Implant; Population; Radiology; Flow cytometry; Surgery; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.000331094,0.0001220258,0.0003719767,0.0007407077,0.0000751264,0.000007650924,0.0001390002,0.00005444741,0.0003310637],"category_scores_gemma":[0.00003406248,0.00009200349,0.0001697847,0.0003975393,0.00008056112,0.00009234904,0.00007485688,0.0002743715,0.000003014456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051339,"about_ca_system_score_gemma":0.0002124567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000712877,"about_ca_topic_score_gemma":0.000005747425,"domain_scores_codex":[0.9985642,0.0001126868,0.0004925438,0.0001455991,0.0004835342,0.000201482],"domain_scores_gemma":[0.9986297,0.0002150712,0.0004447248,0.00007005744,0.0004464588,0.0001939953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.03876361,0.005936484,0.1212093,0.0000716068,0.0007883908,0.7515747,0.0003167058,0.0009486377,0.001106882,0.0002890685,0.0004388751,0.07855572],"study_design_scores_gemma":[0.01479234,0.0007847632,0.03095658,0.00006310357,0.0001484095,0.9518117,0.0002634609,0.0006962851,0.00008285828,0.00003773217,0.000269924,0.00009278511],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975003,0.0001679866,0.0001404608,0.000333445,0.0008765928,0.00008068495,0.0007641067,0.00001139763,0.0001250137],"genre_scores_gemma":[0.9994166,0.00003029998,0.0002042571,0.00003064142,0.0001380997,0.000003975969,0.00008241876,0.00001328444,0.00008036288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.200237,"threshold_uncertainty_score":0.3751794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006550697300809237,"score_gpt":0.2499692883953766,"score_spread":0.2434185910945674,"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."}}