{"id":"W2595319204","doi":"10.1080/2162402x.2017.1306618","title":"Gene expression analysis in Cutaneous T-Cell Lymphomas (CTCL) highlights disease heterogeneity and potential diagnostic and prognostic indicators","year":2017,"lang":"en","type":"article","venue":"OncoImmunology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; McGill University Health Centre; Université de Sherbrooke; Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Research Institute","keywords":"Mycosis fungoides; Medicine; Cutaneous T-cell lymphoma; Lymphoma; Malignancy; Disease; Dermatology; Psoriasis; Gene expression profiling; Cutaneous lymphoma; Oncology; Pathology; Immunology; Gene expression; Gene; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002287146,0.0001392481,0.0002199328,0.0008495071,0.0001420251,0.0005434604,0.0001162622,0.0002592845,0.0008658366],"category_scores_gemma":[0.0004836291,0.00006767519,0.0001395478,0.0009101537,0.0002599214,0.0002759779,0.0001361084,0.0002850335,0.0002254445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361396,"about_ca_system_score_gemma":0.0001081704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005027503,"about_ca_topic_score_gemma":0.0008719795,"domain_scores_codex":[0.9998148,0.00004774607,0.00001448933,0.00005024009,0.00003902506,0.00003373057],"domain_scores_gemma":[0.9997823,0.0000713379,0.00007142722,0.0000174119,0.00003127905,0.00002635714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003760259,0.0001041037,0.2393881,0.0001749047,0.00006929132,0.0005099758,0.0001602452,0.0005181478,0.6967607,0.0004805791,0.0005303509,0.06092766],"study_design_scores_gemma":[0.00002192034,0.000488235,0.8759152,0.00003505841,0.0001440863,0.003272437,0.0005827954,0.003985503,0.1089428,0.001255312,0.005336858,0.00001977397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910562,0.003255683,0.002834926,0.0002365842,0.00002146226,0.00002060383,0.0008488572,0.00005614134,0.001669446],"genre_scores_gemma":[0.9971204,0.0007096889,0.001252548,0.00005616177,0.00001856307,0.0000138314,0.0004257659,0.000006097968,0.0003970507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008658366,"threshold_uncertainty_score":0.002896547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066068063694816,"score_gpt":0.2832349370723733,"score_spread":0.2725742564354252,"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."}}