{"id":"W4412766837","doi":"10.3389/fgene.2025.1628632","title":"MicroRNAs as novel biomarkers for prenatal fetal congenital heart disease – systematic literature review","year":2025,"lang":"en","type":"review","venue":"Frontiers in Genetics","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fetus; Medicine; Prenatal diagnosis; Amniotic fluid; Pregnancy; Bioinformatics; Systematic review; Umbilical cord; Biology; MEDLINE; Genetics; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000508767,0.0007487516,0.002035517,0.0004175878,0.00009218054,0.0001268309,0.0007839146,0.0006330077,0.000007125155],"category_scores_gemma":[0.001052273,0.0006821821,0.001135083,0.0006909408,0.0001548612,0.000006570982,0.0004566383,0.0003921379,0.0000173807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357494,"about_ca_system_score_gemma":0.001345329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001329497,"about_ca_topic_score_gemma":0.000005695134,"domain_scores_codex":[0.9965228,0.0003443846,0.001029321,0.001080823,0.0003171337,0.0007054873],"domain_scores_gemma":[0.9979246,0.0001150692,0.0002267712,0.001202307,0.0002553837,0.0002758151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006386239,0.0001017009,0.00001613585,0.9127125,0.0006302381,0.00002654607,0.000006063381,4.34503e-7,0.00004864178,0.000002508433,0.03435361,0.05203776],"study_design_scores_gemma":[0.0004480069,0.0001431815,0.00000175661,0.347028,0.001273312,0.0001001514,0.000007275817,0.00001777098,0.00005550957,0.000009218449,0.6503493,0.0005665754],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001047002,0.9870555,0.0007594054,0.00004193547,0.001284475,0.008669154,0.002026787,0.0000171229,0.0001351413],"genre_scores_gemma":[0.000006644449,0.9856851,0.004068481,0.0001951435,0.0001784802,0.001741262,0.003351165,0.0001138556,0.004659857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6159956,"threshold_uncertainty_score":0.9995629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148635250597723,"score_gpt":0.324596680971227,"score_spread":0.3097331559114547,"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."}}