{"id":"W4283802696","doi":"10.3389/fonc.2022.943622","title":"Telomere Length Regulation","year":2022,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Telomeres, Telomerase, and Senescence","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Canadian Institutes of Health Research; Terry Fox Research Institute","keywords":"Telomere; Computational biology; Biology; Genetics; Computer science; Cancer research; Medicine; DNA","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005537933,0.0004721872,0.003165227,0.00106223,0.0001107881,0.00001079487,0.0003536415,0.0007672105,0.001540728],"category_scores_gemma":[0.0002941762,0.0004313552,0.0004629019,0.0009963723,0.0001818902,0.00006816437,0.0001518523,0.001389128,0.00007435286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239204,"about_ca_system_score_gemma":0.0015386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002981358,"about_ca_topic_score_gemma":0.00002406019,"domain_scores_codex":[0.9968158,0.0005305534,0.0009755584,0.0007498033,0.0003676155,0.0005606555],"domain_scores_gemma":[0.99839,0.0002656875,0.0004569072,0.0006718545,0.00003447369,0.0001811383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006077195,0.000192687,0.0003277787,0.004119855,0.0001343192,0.0003981814,0.0001284836,6.981861e-7,2.047324e-7,0.0001063908,0.07316007,0.9213706],"study_design_scores_gemma":[0.0007572735,0.0004251146,0.0001355331,0.001522931,0.0006087027,0.0004257153,0.0002258865,0.00002120366,3.68252e-7,0.0001385202,0.9953717,0.000367081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000107812,0.9801284,0.0001255812,0.000179614,0.004379645,0.00128674,0.00002941342,0.0001038795,0.01375595],"genre_scores_gemma":[0.000006373023,0.9873334,0.005380532,0.0002770847,0.0005008416,0.0003211586,0.0004994407,0.00009512889,0.005586056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9222116,"threshold_uncertainty_score":0.9998138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07528355271455929,"score_gpt":0.3783043932392994,"score_spread":0.3030208405247402,"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."}}