{"id":"W3217371034","doi":"10.1017/s0033291721004700","title":"Mapping the genetic architecture of suicide attempt and suicide death using polygenic risk scores for clinically-related psychiatric disorders and traits","year":2021,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Japan Society for the Promotion of Science","keywords":"Psychiatry; Suicide attempt; Bipolar disorder; Poison control; Major depressive disorder; Clinical psychology; Medicine; Suicidal ideation; Schizophrenia (object-oriented programming); Suicide prevention; Psychology; Cognition","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":[0.0008771623,0.0005567722,0.0003336867,0.001285719,0.000395634,0.0005804329,0.0003605122,0.0003860811,0.002295565],"category_scores_gemma":[0.002396739,0.0003055723,0.001178374,0.0009818362,0.0003921819,0.0001689737,0.0007446777,0.0005273894,0.0001431377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032806,"about_ca_system_score_gemma":0.0003112478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00804635,"about_ca_topic_score_gemma":0.00548725,"domain_scores_codex":[0.9989573,0.0004773149,0.00006953098,0.0003180701,0.00007978436,0.00009794748],"domain_scores_gemma":[0.9982481,0.0007281889,0.0005012777,0.000248093,0.0001053155,0.0001691024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002657731,0.00004478211,0.9853265,0.00001638534,0.001009392,0.0002787266,0.0001393022,0.0006433541,0.008543642,0.0002312279,0.00008819311,0.003412673],"study_design_scores_gemma":[0.00001185736,0.00006746992,0.996604,0.000007249745,0.0001876153,0.0002720431,0.00006577212,0.002167869,0.0003243861,0.0002170179,0.00006896179,0.000005897577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981603,0.0000603357,0.001431616,0.00002521701,0.00000281647,0.000007893887,0.0001423951,0.00001262196,0.0001568331],"genre_scores_gemma":[0.9991705,0.00002644041,0.0005225227,0.000008482416,0.000003147336,0.00000713319,0.0001691953,0.000004500601,0.00008816252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00804635,"threshold_uncertainty_score":0.01599902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08002656530282048,"score_gpt":0.3764141423683103,"score_spread":0.2963875770654898,"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."}}