{"id":"W4308373290","doi":"10.15252/emmm.202115200","title":"Blocking STAT3/5 through direct or upstream kinase targeting in leukemic cutaneous T‐cell lymphoma","year":2022,"lang":"en","type":"article","venue":"EMBO Molecular Medicine","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medizinische Universität Graz; Austrian Science Fund; European Association for Cancer Research","keywords":"Cancer research; Cutaneous T-cell lymphoma; Lymphoma; STAT3; In vivo; Biology; Ex vivo; T cell; Lymphoproliferative disorders; Kinase; Medicine; Immunology; Signal transduction; Mycosis fungoides; Cell biology; Genetics; Immune system","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":[0.0001122807,0.0002168914,0.0001596665,0.0001539199,0.00008476552,0.0002046352,0.0001518264,0.0001699703,0.0009456786],"category_scores_gemma":[0.00007338852,0.00008933136,0.0001588228,0.0001182271,0.0001808758,0.0001365382,0.0001035932,0.0004125896,0.0001992498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345275,"about_ca_system_score_gemma":0.0001560158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004190663,"about_ca_topic_score_gemma":0.001079051,"domain_scores_codex":[0.9999144,0.00001512308,0.000005853413,0.00001423168,0.00002172634,0.00002873673],"domain_scores_gemma":[0.9999701,0.000007982645,0.000008353607,0.000004002711,0.000002175968,0.000007435338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001576683,0.00006511829,0.0002084163,0.00004395849,0.000007372935,0.00004581648,0.00001001432,0.0002550391,0.9959334,0.0001506971,0.00005503649,0.003067583],"study_design_scores_gemma":[0.00005840996,0.0008299829,0.001850753,0.000004231897,0.0000223645,0.0003299063,0.00001449727,0.001913952,0.9935265,0.00005567503,0.001391115,0.000002764634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945858,0.001368762,0.002607012,0.00009267984,0.00001666249,0.00002767253,0.000138604,0.00008390359,0.001078924],"genre_scores_gemma":[0.9978369,0.0004885168,0.001087717,0.00002283464,0.000002773307,0.00001372996,0.00007805481,0.00000640261,0.0004631816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009456786,"threshold_uncertainty_score":0.003163636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852346571440959,"score_gpt":0.3042989661788061,"score_spread":0.2857755004643965,"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."}}