{"id":"W2889602315","doi":"10.1182/bloodadvances.2018022608","title":"Single-cell heterogeneity in Sézary syndrome","year":2018,"lang":"en","type":"article","venue":"Blood Advances","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Kom op tegen Kanker; Rigshospitalet; Danmarks Frie Forskningsfond; H. Lundbeck A/S; Lundbeckfonden; Novo Nordisk; Gentofte Hospital; Novo Nordisk Fonden; Kræftens Bekæmpelse","keywords":"Romidepsin; Cancer research; Population; Biology; Cell; Flow cytometry; Lymphoma; Antigen; Immunology; Histone deacetylase; Medicine; Histone; Genetics; Gene","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":[0.0001170791,0.0001432392,0.0002660457,0.0001516928,0.00006496406,0.00001703546,0.0001163589,0.00006064583,0.0002221542],"category_scores_gemma":[0.0001192699,0.0001264233,0.0000582135,0.0003198508,0.0002287508,0.0001264431,0.00006128657,0.0001292273,0.0001971882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005042986,"about_ca_system_score_gemma":0.0000869283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002670635,"about_ca_topic_score_gemma":0.0003347767,"domain_scores_codex":[0.9987053,0.0000526631,0.0002097668,0.0003418223,0.0003134889,0.0003769067],"domain_scores_gemma":[0.9993919,0.00006241501,0.00003972062,0.0002762363,0.0001080096,0.0001217425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004382178,0.002777229,0.8463147,0.0002610416,0.00006197992,0.002008668,0.0003754197,0.0000051005,0.1366323,0.00003279607,0.0001531869,0.01093945],"study_design_scores_gemma":[0.01010645,0.008385832,0.09078041,0.0004103335,0.0001159101,0.0107809,0.0006139051,0.0002437773,0.835993,0.0009295786,0.04089024,0.0007496692],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798917,0.004381183,0.00002493042,0.0002409799,0.00008127659,0.0003609922,0.000006461462,0.00005368765,0.01495884],"genre_scores_gemma":[0.997368,0.0001820174,0.0009914965,0.0003004111,0.0001008155,0.00002609135,0.000009561876,0.00002373248,0.0009978121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7555342,"threshold_uncertainty_score":0.5155394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249808962531721,"score_gpt":0.3120613421799412,"score_spread":0.2870804459267691,"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."}}