{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000566361,0.0007790724,0.001218437,0.005125198,0.0003344042,0.001182658,0.0007309912,0.0009595975,0.001813442],"category_scores_gemma":[0.001673747,0.0003027923,0.0007779811,0.004009859,0.0005943732,0.001683768,0.0006208594,0.001078133,0.0007188798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162228,"about_ca_system_score_gemma":0.001180069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221743,"about_ca_topic_score_gemma":0.001652167,"domain_scores_codex":[0.9996337,0.00006768401,0.0001107879,0.0000621881,0.00009651808,0.00002909396],"domain_scores_gemma":[0.9987081,0.0007464126,0.0002480138,0.00002827067,0.0002008934,0.00006830983],"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":[0.0001089357,0.00008189033,0.003345764,0.03707267,0.0002639276,0.004159678,0.0003627309,0.0005454422,0.002322935,0.001646184,0.04561347,0.9044764],"study_design_scores_gemma":[0.00002007953,0.0001947072,0.01056972,0.02302851,0.0006859024,0.05709274,0.0004315011,0.0002516378,0.0006456325,0.001832232,0.905176,0.00007135416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003822706,0.9985287,0.0001131213,0.0002430694,0.0002003189,0.000004017907,0.00002175761,0.000008949654,0.0004977109],"genre_scores_gemma":[0.002182608,0.9965553,0.0002204045,0.0003256006,0.0004736402,0.000005658639,0.00005087639,0.000002387854,0.0001834269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005125198,"threshold_uncertainty_score":0.006066561,"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."}}