{"id":"W4322773921","doi":"10.3390/cancers15051554","title":"Circular RNA Expression Signatures Provide Promising Diagnostic and Therapeutic Biomarkers for Chronic Lymphocytic Leukemia","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Circular RNAs in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atlantic Cancer Research Institute; Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Beatrice Hunter Cancer Research Institute; New Brunswick Innovation Foundation; Leukemia and Lymphoma Society of Canada; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Chronic lymphocytic leukemia; Circular RNA; microRNA; Leukemia; Computational biology; RNA; Cancer research; Medicine; Biology; Immunology; Gene; Genetics","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":[0.0006346799,0.0003480199,0.0003730005,0.001198249,0.0001849855,0.0008552818,0.0001453317,0.0003376701,0.001301397],"category_scores_gemma":[0.001104373,0.000137671,0.0002767578,0.0008339917,0.0002350955,0.0003645517,0.0003531651,0.0003305899,0.0003803312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733404,"about_ca_system_score_gemma":0.0002639657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005004937,"about_ca_topic_score_gemma":0.0008082958,"domain_scores_codex":[0.9997178,0.00006478232,0.00002612903,0.0000838435,0.00006733726,0.0000401375],"domain_scores_gemma":[0.9995418,0.0001710569,0.0001493299,0.0000370053,0.00007029429,0.00003059748],"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":[0.002453241,0.0002124263,0.3799058,0.0006767578,0.0002936537,0.0003567789,0.0001877649,0.01078245,0.3655474,0.001891271,0.002675766,0.2350167],"study_design_scores_gemma":[0.0001487442,0.001831557,0.6725778,0.0003124791,0.0007436209,0.002188915,0.0005580524,0.1022611,0.1757817,0.008424211,0.03503444,0.0001374057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555669,0.01159312,0.02436147,0.0003351264,0.00006056674,0.00008080561,0.004169775,0.0003157037,0.003516424],"genre_scores_gemma":[0.9809136,0.00218516,0.01270853,0.0001532361,0.00006128525,0.00005198029,0.003119774,0.00002694676,0.0007794735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001301397,"threshold_uncertainty_score":0.004353642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211996769001279,"score_gpt":0.2679144797502612,"score_spread":0.2557945120602484,"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."}}