{"id":"W4315628337","doi":"10.3390/curroncol30010075","title":"tRNA-Derived RNA Fragments Are Novel Biomarkers for Diagnosis, Prognosis, and Tumor Subtypes in Prostate Cancer","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang University; National Natural Science Foundation of China","keywords":"Prostate cancer; Medicine; Carcinogenesis; Cancer; Metastasis; Computational biology; Oncology; Pathology; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001348413,0.0005194222,0.000507631,0.001589191,0.0003364654,0.0008671664,0.000345215,0.0006428993,0.0008010997],"category_scores_gemma":[0.00245421,0.0001542129,0.000634934,0.00132103,0.0003719876,0.0003985243,0.0003641435,0.0007813806,0.000277824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719403,"about_ca_system_score_gemma":0.000354793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006685335,"about_ca_topic_score_gemma":0.001121861,"domain_scores_codex":[0.9994826,0.0001098766,0.00005420629,0.0001379292,0.0001574384,0.00005797572],"domain_scores_gemma":[0.9983404,0.0005265468,0.0006742991,0.00009565337,0.000225222,0.0001379507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001310712,0.0001476464,0.9018083,0.0002969892,0.0004028981,0.0002516629,0.0001121683,0.003405315,0.03038076,0.0002352892,0.0008651687,0.06078316],"study_design_scores_gemma":[0.00004588924,0.0008795983,0.9338766,0.0001124606,0.0006528981,0.001676667,0.0002808658,0.03757686,0.01820237,0.002160712,0.004451693,0.00008334618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776803,0.009461377,0.009471402,0.0002946378,0.00006220051,0.00006171427,0.001800524,0.0001784991,0.0009893269],"genre_scores_gemma":[0.9924746,0.000853243,0.00500871,0.00006675491,0.00006229639,0.00003908818,0.001270905,0.00001401416,0.0002101852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001589191,"threshold_uncertainty_score":0.007131159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07509403751887428,"score_gpt":0.3815827208717799,"score_spread":0.3064886833529056,"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."}}