{"id":"W2151619846","doi":"10.1136/vr.147.1.11","title":"Cutaneous T cell lymphoma mimicking cutaneous histiocytosis: differentiation by flow cytometry","year":2000,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Pathology; Immunophenotyping; Medicine; Lymphoma; Cervical lymphadenopathy; Lymph; Histiocyte; Histiocytosis; Fine needle aspiration cytology; Pathological; Cytology; Flow cytometry; Mycosis fungoides; CD8; Antigen; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0001620872,0.0004187145,0.0006332746,0.000331395,0.0002541291,0.00006090972,0.0003219344,0.0003436045,0.006335555],"category_scores_gemma":[0.00005488126,0.0004235252,0.0002178122,0.0004586249,0.0001529916,0.0001626146,0.000127911,0.0003547472,0.001320841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563091,"about_ca_system_score_gemma":0.000130649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007465782,"about_ca_topic_score_gemma":0.000002619323,"domain_scores_codex":[0.9971924,0.0002630216,0.0005507941,0.0006631635,0.0005163716,0.0008142054],"domain_scores_gemma":[0.9985078,0.0002062864,0.0001181817,0.0006981922,0.00009323877,0.0003762936],"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":[0.004883173,0.001417891,0.006469148,0.0003250488,0.0001246955,0.009632191,0.0002516077,0.00000782801,0.4327373,4.115739e-7,0.01033184,0.5338189],"study_design_scores_gemma":[0.008983779,0.03847782,0.005637157,0.0005068373,0.0004432291,0.3427134,0.000252426,0.02073957,0.008736465,0.00006595675,0.5717428,0.001700575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98656,0.0005252452,0.0003629432,0.0003756231,0.0005024557,0.0005939151,0.00006481446,0.0003407776,0.01067424],"genre_scores_gemma":[0.9732614,0.0008039977,0.00439756,0.0004206827,0.0003138516,0.00008820428,0.0002109566,0.0001110757,0.02039231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.561411,"threshold_uncertainty_score":0.9998217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267997224412664,"score_gpt":0.2940924501011533,"score_spread":0.2672927276598869,"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."}}