{"id":"W2806457796","doi":"10.1016/bs.pmbts.2018.04.011","title":"From Epigenetic Associations to Biological and Psychosocial Explanations in Mental Health","year":2018,"lang":"en","type":"review","venue":"Progress in molecular biology and translational science","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Children's Hospital; Simon Fraser University","funders":"European Commission; National Institute for Health and Care Research","keywords":"Psychosocial; Mental health; Epigenetics; Psychology; Medicine; Psychiatry; Biology; Clinical psychology; Genetics; 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":[0.0008545202,0.0007053192,0.0009223212,0.001246025,0.0002534068,0.0009752886,0.0008033365,0.001321239,0.003357427],"category_scores_gemma":[0.001801902,0.0002076541,0.0003712001,0.001257008,0.001122132,0.001240609,0.001162015,0.002006725,0.0004566233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005841956,"about_ca_system_score_gemma":0.001703568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661873,"about_ca_topic_score_gemma":0.003410532,"domain_scores_codex":[0.9998339,0.00004638993,0.00001817539,0.00004112547,0.00004661362,0.00001375719],"domain_scores_gemma":[0.9992769,0.0005493793,0.00004565325,0.00001733965,0.00007908791,0.00003165334],"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":[0.00005205541,0.00005515993,0.001264807,0.01179114,0.0001783451,0.0003027571,0.0002972143,0.0003477804,0.0006679099,0.01843892,0.01511305,0.9514909],"study_design_scores_gemma":[0.00003986094,0.00007186713,0.006863001,0.01640896,0.0005060452,0.002216026,0.0008164126,0.0002071868,0.0005501622,0.04818078,0.9240835,0.00005623202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000185946,0.9970884,0.0002966488,0.001287001,0.000265466,0.000002431821,0.00001520598,0.000003552745,0.0008554533],"genre_scores_gemma":[0.002249193,0.9961457,0.0002948193,0.0004377743,0.0004453928,0.000006412622,0.00001711485,0.000001193481,0.0004023119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003357427,"threshold_uncertainty_score":0.01123178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05470875059785359,"score_gpt":0.4315199796338903,"score_spread":0.3768112290360368,"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."}}