{"id":"W3210202805","doi":"10.1097/ypg.0000000000000298","title":"Epigenetic studies in suicidal ideation and behavior","year":2021,"lang":"en","type":"article","venue":"Psychiatric Genetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epigenetics; Suicidal ideation; Ideation; Poison control; Suicide prevention; Suicidal behavior","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":[0.0001654523,0.0001489559,0.0001506088,0.00008018768,0.00006081548,0.00002217801,0.00007360507,0.0001328855,0.00000806015],"category_scores_gemma":[0.00007436096,0.0001616406,0.00004674149,0.0002301369,0.00005919715,0.000001931003,0.00009780053,0.00007366463,0.000004976977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001359271,"about_ca_system_score_gemma":0.00007367663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007193943,"about_ca_topic_score_gemma":0.00028958,"domain_scores_codex":[0.9988853,0.00008141102,0.000294023,0.0003919025,0.0001315027,0.0002158203],"domain_scores_gemma":[0.9994224,0.0000173508,0.00006889816,0.0002825382,0.0001407303,0.00006803309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002354034,0.0002746333,0.5618802,0.00009474003,0.00005588159,0.00001945367,0.0002382232,0.0006909877,0.4037378,0.0001175272,0.0002656764,0.03260125],"study_design_scores_gemma":[0.001335467,0.0003914461,0.6797131,0.00001261911,0.0001496546,0.00002937646,0.0004018611,0.0001833691,0.3090839,0.00221319,0.005982241,0.0005036799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792656,0.1189708,0.0007264633,0.00009892198,0.0004160793,0.0001439016,0.000007045134,0.000005874942,0.000365272],"genre_scores_gemma":[0.9737021,0.01927527,0.006329997,0.00007763439,0.0002401406,0.0000340407,0.00006326249,0.00002216464,0.0002553356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1178329,"threshold_uncertainty_score":0.6591513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425191422898718,"score_gpt":0.340196081938403,"score_spread":0.3059441677094158,"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."}}