{"id":"W4313816740","doi":"10.1097/ypg.0000000000000331","title":"Mediating effect of genome-wide DNA methylation on suicidal ideation induced by stressful events","year":2022,"lang":"en","type":"article","venue":"Psychiatric Genetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Suicidal ideation; DNA methylation; Genome; Methylation; Psychology; Genetics; Biology; DNA; Clinical psychology; Medicine; Computational biology; Gene; Poison control; Suicide prevention; Medical emergency; Gene expression","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":[0.000252671,0.0002569209,0.0002257865,0.0002455209,0.0001533978,0.0002101821,0.0001197765,0.0001380883,0.001990766],"category_scores_gemma":[0.0006989784,0.0001205924,0.0002449941,0.000249883,0.0001946418,0.00007474438,0.000340394,0.0002157897,0.0001059732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155582,"about_ca_system_score_gemma":0.0002391388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521884,"about_ca_topic_score_gemma":0.001980051,"domain_scores_codex":[0.9998466,0.00005781327,0.000009164423,0.0000358486,0.00002078507,0.00002980758],"domain_scores_gemma":[0.9996569,0.00009100381,0.0001263227,0.00002518788,0.00002761993,0.00007288912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003161526,0.0001707086,0.8047957,0.0001306803,0.0007636802,0.0003428714,0.0002863477,0.0003505611,0.1733915,0.0001200764,0.0001571655,0.01632915],"study_design_scores_gemma":[0.00002249256,0.0003641064,0.993948,0.000006331557,0.0001531336,0.0001645081,0.00008364469,0.0002135824,0.004857516,0.00006082798,0.0001226042,0.000003273467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990321,0.0002878756,0.0002003459,0.00003491897,0.000002991945,0.000005524958,0.0001764322,0.000007074971,0.0002527593],"genre_scores_gemma":[0.999588,0.00008511065,0.0001218071,0.00001115389,0.000002215084,0.000004071359,0.00007854545,0.000001222243,0.0001079454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001990766,"threshold_uncertainty_score":0.006659746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007835435982626291,"score_gpt":0.2599401557640394,"score_spread":0.2521047197814131,"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."}}