{"id":"W2131469660","doi":"10.17269/cjph.105.4217","title":"Roles of physical and mental health in suicidal ideation in Canadian Armed Forces Regular Force veterans","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Manitoba; Kingston General Hospital; Canadian Armed Forces; Veterans Affairs Canada","funders":"","keywords":"Suicidal ideation; Mental health; Anxiety; Psychiatry; Medicine; Odds ratio; Depression (economics); Mood disorders; Suicide prevention; Poison control; Clinical psychology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024263,0.0001324191,0.0005177084,0.001108579,0.0001377452,0.0000299791,0.0001647068,0.00006571469,0.00004124764],"category_scores_gemma":[0.0001835921,0.000128785,0.00005677933,0.0003292537,0.0001081494,0.0001724909,0.000006040759,0.0002736722,0.000002004545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008996258,"about_ca_system_score_gemma":0.004253744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8968444,"about_ca_topic_score_gemma":0.9964741,"domain_scores_codex":[0.9976101,0.0004911138,0.0006511652,0.0001672719,0.0001396255,0.000940748],"domain_scores_gemma":[0.9976296,0.0001158769,0.0003069971,0.0001320624,0.00008047941,0.001735018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003866623,0.00007626638,0.7882909,0.0001042803,0.00009128029,0.00003921773,0.106321,0.00002891948,0.00002698676,0.01798157,0.006222978,0.08077793],"study_design_scores_gemma":[0.002215305,0.001107877,0.9579384,0.00007063466,0.000004148108,0.00009197945,0.01512166,0.0003370272,0.000005352145,0.001087685,0.02183697,0.0001829163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549809,0.002074717,0.0000557998,0.04149873,0.0002274594,0.0002051248,0.00004548646,0.000002666904,0.0009091204],"genre_scores_gemma":[0.9971329,0.00006782651,0.00005241148,0.002531029,0.0001323396,0.000004157076,0.00001374476,0.00001454301,0.00005104964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696476,"threshold_uncertainty_score":0.754596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402748879403314,"score_gpt":0.3246528248965364,"score_spread":0.2906253361025033,"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."}}