{"id":"W4303520562","doi":"10.30683/1929-2279.2022.11.04","title":"The Potent Regulatory Role of Circular RNAs in Breast Cancer Development, Diagnosis and Treatment: An Update","year":2022,"lang":"en","type":"article","venue":"Journal of cancer research updates","topic":"Circular RNAs in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tarbiat Modares University","keywords":"microRNA; Circular RNA; Biogenesis; Biology; Computational biology; Breast cancer; Cancer; Non-coding RNA; Gene; Bioinformatics; Cancer research; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009853727,0.0001183881,0.0001869337,0.0001536603,0.0002890324,0.0000425519,0.0004122938,0.00003926346,0.00009692999],"category_scores_gemma":[0.00003978441,0.00008627076,0.00008038989,0.0002041564,0.000211861,0.00001689163,0.0002467008,0.0002073012,3.004557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003040146,"about_ca_system_score_gemma":0.0009083973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003961245,"about_ca_topic_score_gemma":0.0004864316,"domain_scores_codex":[0.9981702,0.0003658063,0.0003564572,0.0002087166,0.0005877815,0.0003110394],"domain_scores_gemma":[0.9990609,0.00003911497,0.0002019962,0.0002766819,0.0002736546,0.0001476028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112379,0.0005489675,0.5894428,0.00003357374,0.000599998,0.0000533622,0.0003428546,0.001524218,0.1975808,0.0001008466,0.001418861,0.2072413],"study_design_scores_gemma":[0.001631303,0.0004970417,0.4422182,0.00007979522,0.00005399789,0.0001119263,0.00158802,0.00005351735,0.2926861,0.0005087993,0.2603414,0.0002298884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299391,0.06882428,0.000001086291,0.0008967679,0.00006852629,0.0001573727,0.00009203647,0.000001463011,0.00001938838],"genre_scores_gemma":[0.9704311,0.02908195,0.00002817568,0.00005377655,0.000149844,0.0001909686,0.00001456232,0.00002118492,0.0000284767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2589225,"threshold_uncertainty_score":0.351802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316826185486062,"score_gpt":0.3440099346586114,"score_spread":0.3208416728037508,"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."}}