{"id":"W4309110244","doi":"10.3389/fpsyt.2022.925273","title":"Emerging trends in epigenetic and childhood trauma: Bibliometrics and visual analysis","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Bibliometrics; Epigenetics; Psychology; Psychiatry; Medicine; Clinical psychology; Biology; Computer science; Library science; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01519493,0.001079958,0.002623078,0.2123595,0.001180993,0.005900747,0.00131038,0.0008000058,0.007412551],"category_scores_gemma":[0.08892002,0.0003319128,0.002711805,0.2440556,0.001003199,0.004063579,0.002801613,0.000642477,0.001170488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878426,"about_ca_system_score_gemma":0.004270251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006157125,"about_ca_topic_score_gemma":0.005611273,"domain_scores_codex":[0.9768409,0.004959437,0.005829907,0.002128803,0.009483807,0.0007572237],"domain_scores_gemma":[0.9089019,0.05660673,0.01516958,0.003452303,0.01474058,0.001128926],"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":[0.0005640518,0.0002053335,0.3693732,0.04421174,0.004330263,0.0007534603,0.006891078,0.003962319,0.001764668,0.01095913,0.05620744,0.5007774],"study_design_scores_gemma":[0.0002038467,0.0003511005,0.7561422,0.008962081,0.004540352,0.001558951,0.01292838,0.02263047,0.002401071,0.02207113,0.1678046,0.0004058271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4961684,0.1152909,0.02106068,0.008659538,0.001058134,0.003073962,0.2798322,0.004763656,0.07009256],"genre_scores_gemma":[0.8740262,0.02875623,0.02818917,0.0002717666,0.0007472669,0.002731881,0.06117764,0.0003039716,0.003795967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7876406,"threshold_uncertainty_score":0.08035946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004776628938548263,"score_gpt":0.2625267597417765,"score_spread":0.2577501308032282,"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."}}