{"id":"W4401959300","doi":"10.53555/sfs.v10i5.2964","title":"Exploring The Frontiers Of Epigenetics: Understanding The Role Of Epigenomic Modifications In Gene Expression, Development, And Disease Pathogenesis","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epigenomics; Epigenetics; Pathogenesis; Biology; Disease; Epigenesis; Genetics; Gene expression; Expression (computer science); Gene; Computational biology; DNA methylation; Medicine; Immunology; Computer science; Pathology","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":[0.003868358,0.0004377263,0.001012828,0.01591511,0.0005073579,0.003362909,0.0006360336,0.0006532643,0.002983937],"category_scores_gemma":[0.007695927,0.0002086858,0.0009874584,0.01869827,0.001372301,0.005252875,0.001204306,0.0007839959,0.0004683991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270165,"about_ca_system_score_gemma":0.002434146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310519,"about_ca_topic_score_gemma":0.004628279,"domain_scores_codex":[0.9983941,0.0005826243,0.0001623136,0.0002735457,0.0005113953,0.00007597916],"domain_scores_gemma":[0.9926441,0.004570303,0.001268804,0.0004016935,0.0009058227,0.0002092795],"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":[0.0002031679,0.0001064578,0.1236962,0.02120194,0.001827568,0.000934167,0.006034839,0.003308852,0.01787947,0.07384959,0.0120416,0.7389162],"study_design_scores_gemma":[0.00003017431,0.0002882403,0.4577605,0.008956708,0.001673802,0.002031385,0.01139068,0.009553358,0.00862796,0.2183751,0.2810857,0.0002265872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2521632,0.5217906,0.1219606,0.03263106,0.001017488,0.000322931,0.01607719,0.0008296008,0.05320728],"genre_scores_gemma":[0.6910837,0.2406723,0.05486843,0.001927866,0.001294755,0.0002484909,0.005427932,0.00008042392,0.004396181],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01591511,"threshold_uncertainty_score":0.02045804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.247716759648523,"score_gpt":0.2780121461389825,"score_spread":0.03029538649045949,"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."}}