{"id":"W2972320692","doi":"10.1002/wps.20675","title":"The crossroads of psychiatric epigenomics","year":2019,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Epigenetics; Histone; DNA methylation; Epigenomics; Chromatin; Genetics; Biology; Epigenetics of physical exercise; Regulation of gene expression; Genomic imprinting; Gene; Computational biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002501489,0.0001100347,0.000102145,0.00004890075,0.0001075013,0.00002158962,0.0002506062,0.0000703334,0.00003128219],"category_scores_gemma":[0.00001127694,0.00008530791,0.0001218627,0.0001939837,0.00005580464,0.000001603743,0.00005626867,0.00008191627,0.00004478295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005589901,"about_ca_system_score_gemma":0.0001043809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000102083,"about_ca_topic_score_gemma":0.0002482544,"domain_scores_codex":[0.9991629,0.00003862088,0.0002679206,0.0002231525,0.0001119944,0.000195426],"domain_scores_gemma":[0.9991828,0.00001821985,0.0001499048,0.0005523861,0.00005290228,0.00004383537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002476628,0.0001395277,0.8439968,0.00005348543,0.0001068056,9.302921e-8,0.00004055265,0.0004480124,0.1230262,0.01587291,0.006061496,0.01000649],"study_design_scores_gemma":[0.001074134,0.0004181084,0.1922187,0.00001481491,0.00003730184,0.000001415572,0.00009671959,0.00008299957,0.0501792,0.008082135,0.7474049,0.0003896558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605919,0.01374211,0.0002776496,0.0005577232,0.002331383,0.0001985374,0.00000810561,0.000006826759,0.02228577],"genre_scores_gemma":[0.9878193,0.0006935106,0.002358998,0.0001240275,0.0004002591,0.000006797343,0.00002387443,0.00002334276,0.008549929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7413434,"threshold_uncertainty_score":0.3478756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00346367765052403,"score_gpt":0.236097663709156,"score_spread":0.232633986058632,"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."}}