{"id":"W2998280663","doi":"10.1002/cncy.22233","title":"Breast implant–associated anaplastic large cell lymphoma and effusions: A review with emphasis on the role of cytopathology","year":2020,"lang":"en","type":"review","venue":"Cancer Cytopathology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Anaplastic large-cell lymphoma; Cytopathology; Breast implant; Pathology; Breast cancer; Effusion; Fine-needle aspiration; Implant; Lymphoma; Biopsy; Cancer; Cytology; Surgery; Internal medicine","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":[],"category_scores_codex":[0.0003376427,0.0005672349,0.003066579,0.0001964617,0.0001340498,0.00000847414,0.0002031849,0.0005018166,0.0001280822],"category_scores_gemma":[0.00005593917,0.0003144078,0.0003142294,0.0005145373,0.0003269477,0.00002791458,0.0001169706,0.0005143487,0.00003369819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609505,"about_ca_system_score_gemma":0.0007278625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001934128,"about_ca_topic_score_gemma":0.00004669734,"domain_scores_codex":[0.9973906,0.0005386006,0.0007270703,0.0006547307,0.0002068076,0.0004821615],"domain_scores_gemma":[0.9980557,0.0003775686,0.000821857,0.000429502,0.0001298593,0.0001855349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002042008,0.0001807437,0.0003114135,0.01271258,0.0001538887,0.0007234446,0.00006411758,1.871495e-8,0.000008757233,0.0001143184,0.0003647342,0.9851618],"study_design_scores_gemma":[0.002260447,0.0009518879,0.000565837,0.05324819,0.00582585,0.4247183,0.00007371305,0.000004241152,0.00001399915,0.00002157742,0.5118965,0.0004195112],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003389729,0.9922647,0.000005910696,0.0003562667,0.0003135524,0.001347476,0.001730036,0.00005699629,0.0005353045],"genre_scores_gemma":[0.003097316,0.9955252,0.00003173452,0.0004120287,0.0002188971,0.0003205933,0.0002505924,0.00007287371,0.00007080854],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847423,"threshold_uncertainty_score":0.9999308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536196251076324,"score_gpt":0.2804372654013117,"score_spread":0.2650753028905485,"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."}}