{"id":"W4396501675","doi":"10.3138/jmvfh-2023-0055","title":"Military suicide prevention: Do families matter?","year":2024,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006570147,0.0002199039,0.0005411322,0.0007876866,0.003619353,0.003078986,0.0008928993,0.001778751,0.008391988],"category_scores_gemma":[0.03541347,0.000192323,0.0004235085,0.0006560642,0.002597657,0.004299998,0.001714532,0.002227992,0.0003930659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204366,"about_ca_system_score_gemma":0.004710672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116899,"about_ca_topic_score_gemma":0.02167051,"domain_scores_codex":[0.9951726,0.003757923,0.0001553492,0.0001788252,0.0003840899,0.0003512303],"domain_scores_gemma":[0.9735948,0.01705153,0.003208385,0.0004561765,0.002556612,0.003132491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005261963,0.0006339138,0.4363255,0.002145145,0.0003490536,0.00225028,0.1265596,0.0002098959,0.0002022158,0.02196194,0.08852884,0.3203075],"study_design_scores_gemma":[0.0000836114,0.0007432749,0.2888981,0.01144003,0.0003902008,0.001645612,0.6029776,0.0003465712,0.0003265605,0.02358256,0.06946167,0.000104241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5046096,0.04292713,0.000563583,0.4229817,0.002325944,0.00007234217,0.0003361342,0.00002527641,0.02615826],"genre_scores_gemma":[0.9660043,0.01556167,0.0002577633,0.01589928,0.000622378,0.00004780753,0.00006392269,0.00001291325,0.00152993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116899,"threshold_uncertainty_score":0.03474665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04824069684996896,"score_gpt":0.3611459544195274,"score_spread":0.3129052575695584,"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."}}