{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001962845,0.00008607422,0.00009207787,0.00004679158,0.0002621533,0.00003341655,0.0001109205,0.0001031703,0.000004295199],"category_scores_gemma":[0.0001472814,0.00009279337,0.0000394927,0.00003074371,0.0001561928,0.00001140555,0.00006887573,0.0000484533,0.00000122236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003935173,"about_ca_system_score_gemma":0.00003069628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001603817,"about_ca_topic_score_gemma":0.0002729299,"domain_scores_codex":[0.9994131,0.00004056791,0.0001736055,0.0001804217,0.00009088933,0.0001013903],"domain_scores_gemma":[0.9993735,0.00001719175,0.0001920384,0.0003039868,0.00005920354,0.0000540923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001813524,0.000004363065,0.6985196,0.000005978559,0.00001236652,2.92908e-8,0.00005152332,0.000008044598,0.277295,0.00007334174,0.000006471061,0.02402149],"study_design_scores_gemma":[0.0002227717,0.0000530242,0.8106545,0.000003713331,0.00004281501,1.233747e-7,0.00002100675,0.00003025213,0.183955,0.0006349363,0.004287249,0.00009463502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911161,0.004627148,0.003677791,0.0001825736,0.00006771369,0.0001526008,0.00002222722,0.000005799839,0.0001480492],"genre_scores_gemma":[0.9980582,0.0009520987,0.0006375051,0.000007924359,0.00007164764,0.000009753974,0.0001548618,0.00001330105,0.00009469359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1121349,"threshold_uncertainty_score":0.3784004,"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."}}