{"id":"W2499027237","doi":"10.1007/978-3-319-29901-3_7","title":"Epigenetic Biomarkers for Early-Life Adversity","year":2016,"lang":"en","type":"book-chapter","venue":"Epigenetics and human health","topic":"Birth, Development, and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Epigenetics; Epigenome; Psychopathology; Developmental psychopathology; Vulnerability (computing); Psychology; Developmental psychology; Biology; DNA methylation; Clinical psychology; Genetics; Gene expression; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007202231,0.0005269997,0.0004980255,0.001010189,0.0002599742,0.001151159,0.0004640462,0.001114465,0.009550961],"category_scores_gemma":[0.001154579,0.0001848718,0.0002929891,0.0007713197,0.0008806042,0.001089736,0.0008452168,0.001556962,0.002508529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608488,"about_ca_system_score_gemma":0.0004583146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008573238,"about_ca_topic_score_gemma":0.002301367,"domain_scores_codex":[0.9998277,0.00006142214,0.00001069363,0.0000306109,0.00005711468,0.0000123214],"domain_scores_gemma":[0.9996959,0.0001962636,0.00002582097,0.00001996156,0.00004644909,0.0000155315],"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":[0.0001056604,0.00007193248,0.003988095,0.001250684,0.00008064236,0.0005464917,0.0006861245,0.0005176991,0.01224514,0.1270151,0.1005142,0.7529782],"study_design_scores_gemma":[0.000009772261,0.00007707164,0.006103661,0.001485342,0.0000482068,0.001628703,0.0003833249,0.0002902751,0.005790664,0.1149333,0.8692067,0.00004289757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004859949,0.8510249,0.0176887,0.0255201,0.004410422,0.00004585162,0.001065878,0.000171701,0.09521254],"genre_scores_gemma":[0.06474429,0.7051025,0.02245825,0.01303104,0.004540618,0.0001902165,0.001020668,0.0001140427,0.1887984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009550961,"threshold_uncertainty_score":0.03195113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05260459207455213,"score_gpt":0.3134696871315152,"score_spread":0.260865095056963,"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."}}