{"id":"W2593201876","doi":"10.1111/bdi.12466","title":"Investigation of correlations between DNA methylation, suicidal behavior and aging","year":2017,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children; Centre for Addiction and Mental Health","funders":"American Foundation for Suicide Prevention","keywords":"DNA methylation; Psychology; Clinical psychology; Medicine; Genetics; Biology; 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":[0.0003851029,0.0002306674,0.0001764027,0.000607582,0.0001504447,0.0002355197,0.0001447989,0.0002455708,0.0009967539],"category_scores_gemma":[0.000884839,0.0001317409,0.0001735898,0.0004610623,0.0001114321,0.0001524797,0.0001886082,0.000223371,0.0001374357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146352,"about_ca_system_score_gemma":0.0001117478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074665,"about_ca_topic_score_gemma":0.001727105,"domain_scores_codex":[0.9998512,0.00003595446,0.00001536465,0.0000574913,0.00002376975,0.00001618758],"domain_scores_gemma":[0.9995015,0.00006975874,0.0002845615,0.00002447828,0.00006809535,0.00005159339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001940303,0.00002432802,0.9906753,0.00002709846,0.0001379035,0.00003623291,0.00005832059,0.00003692021,0.003331845,0.00002201247,0.00006241701,0.00539356],"study_design_scores_gemma":[0.000002349375,0.0001215855,0.9991037,0.000003416254,0.00003054358,0.0000970586,0.00003568282,0.0001026538,0.0003300199,0.00002523731,0.0001464122,0.000001244552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974341,0.001358372,0.000322327,0.00004308014,0.000008182019,0.000008774133,0.0004716602,0.000009932244,0.0003435387],"genre_scores_gemma":[0.9983479,0.0004708538,0.00044892,0.00002420997,0.00001238228,0.00001163105,0.0003246204,0.000001892451,0.0003576252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001074665,"threshold_uncertainty_score":0.003334522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231014826366528,"score_gpt":0.2816269293621509,"score_spread":0.2593167810984857,"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."}}