{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007197401,0.0002668102,0.000361523,0.0007629992,0.0001501982,0.0004204702,0.0002264803,0.0003864508,0.001470797],"category_scores_gemma":[0.001096528,0.0001141763,0.0004468841,0.0007638879,0.0004297364,0.0003624686,0.0003650015,0.0005729478,0.0002134424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003807073,"about_ca_system_score_gemma":0.0003916019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008078153,"about_ca_topic_score_gemma":0.001129757,"domain_scores_codex":[0.9997533,0.00009462792,0.00002197721,0.00005924166,0.00005572711,0.00001513245],"domain_scores_gemma":[0.999649,0.000168147,0.00007320747,0.00001726496,0.00007333283,0.00001910474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007815452,0.0001491673,0.04253506,0.01659219,0.001654482,0.001258491,0.001740276,0.001023714,0.1057278,0.02182173,0.007259202,0.7994564],"study_design_scores_gemma":[0.0001147482,0.00171542,0.3770912,0.006990022,0.003236351,0.009192881,0.001695189,0.001310165,0.09235736,0.04073752,0.4653759,0.0001831036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05564686,0.9277326,0.00520313,0.003024711,0.00053285,0.00003983178,0.0005752963,0.00005018726,0.007194614],"genre_scores_gemma":[0.2627504,0.7263639,0.005127296,0.001053919,0.0005571168,0.00007472742,0.0006024275,0.0000148167,0.003455488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001470797,"threshold_uncertainty_score":0.004920304,"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."}}