{"id":"W4214917697","doi":"10.1176/appi.ajp.2021.22010026","title":"Is Violent Suicide Molecularly Distinct?","year":2022,"lang":"en","type":"letter","venue":"American Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Psychology","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":[0.00305197,0.0002754663,0.001144697,0.0009558293,0.002695362,0.002760581,0.001385254,0.01673425,0.006562309],"category_scores_gemma":[0.01001964,0.0003190603,0.0006642102,0.000678057,0.00470058,0.003930188,0.001529303,0.01398708,0.001844198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123199,"about_ca_system_score_gemma":0.002931347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00345822,"about_ca_topic_score_gemma":0.00601221,"domain_scores_codex":[0.998642,0.0005273045,0.0001333781,0.0001676799,0.0002704218,0.0002592109],"domain_scores_gemma":[0.9954006,0.002423173,0.0004945453,0.0002325894,0.0005366314,0.0009125239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001679914,0.0008114228,0.04145313,0.000569533,0.0003253809,0.02023627,0.003189459,0.00009373185,0.002473638,0.1181711,0.7009971,0.1099994],"study_design_scores_gemma":[0.001000749,0.0007393475,0.08192582,0.001562542,0.0003148765,0.0261297,0.01415371,0.0004398328,0.001220366,0.2229356,0.6493564,0.0002209959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009716804,0.005720218,0.00006902403,0.9653808,0.009652928,0.00000900836,0.00006311876,0.00001039715,0.009377743],"genre_scores_gemma":[0.1277134,0.01152154,0.0002505359,0.7946211,0.05599226,0.00007273307,0.0001264937,0.00001433367,0.009687603],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01673425,"threshold_uncertainty_score":0.02195317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850208648835378,"score_gpt":0.3067261686599634,"score_spread":0.2882240821716097,"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."}}