{"id":"W3037850111","doi":"10.1097/yco.0000000000000632","title":"Applying epigenetic science to the understanding of eating disorders: a promising paradigm for research and practice","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Psychiatry","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Eating disorders; Anorexia nervosa; Epigenetics; Psychological intervention; Psychology; Bulimia nervosa; Clinical psychology; Psychiatry; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003150105,0.0003011608,0.000713738,0.0006035094,0.0005559942,0.000145291,0.0006819876,0.0001431426,0.000008968649],"category_scores_gemma":[0.0007457506,0.0002323452,0.0001446136,0.001871403,0.0004161966,0.0001055042,0.0002364944,0.0008196665,0.000008975516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783484,"about_ca_system_score_gemma":0.000653331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003204394,"about_ca_topic_score_gemma":0.00001542338,"domain_scores_codex":[0.996647,0.0004965737,0.0008329813,0.0009020803,0.0004943947,0.0006269863],"domain_scores_gemma":[0.9971976,0.001631685,0.0004787459,0.0004877802,0.00007031149,0.0001338689],"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":[0.00004275384,0.0003924748,0.001593069,0.01317631,0.00002994128,9.895844e-8,0.003295419,0.000001965097,2.130271e-7,0.03131241,0.00161897,0.9485364],"study_design_scores_gemma":[0.0004210138,0.0005277014,0.0001015509,0.02841329,0.0001013632,0.00001029513,0.009103521,0.00002173683,1.148481e-8,0.005940119,0.9550175,0.0003419011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001500147,0.9809291,0.002766037,0.000782926,0.009452256,0.00559217,0.00002467214,0.00002047941,0.00041736],"genre_scores_gemma":[0.0003018062,0.9939435,0.002223207,0.00001613336,0.0005728426,0.002849231,0.0000203636,0.00006570762,0.000007189242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9533985,"threshold_uncertainty_score":0.9474763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4185411644037308,"score_gpt":0.5562456782944836,"score_spread":0.1377045138907527,"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."}}