{"id":"W2995703569","doi":"10.1177/0706743719895341","title":"A Cross-Sectional Study of the Relationship between Previous Military Experience and Mental Health Disorders in Currently Serving Public Safety Personnel in Canada","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Memorial University of Newfoundland; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Military personnel; Anxiety; Military service; Medicine; Psychiatry; Mood disorders; Cross-sectional study; Mood; Public health; Suicide prevention; Occupational safety and health; Mental health service; Psychology; Clinical psychology; Poison control; Medical emergency; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006727125,0.0002664893,0.0003747036,0.001293329,0.003058624,0.001036439,0.0009604092,0.000409784,0.002333586],"category_scores_gemma":[0.001797078,0.0004320911,0.0003977722,0.003187035,0.0007361643,0.0003782551,0.0007894773,0.0007250012,0.0003066866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01419277,"about_ca_system_score_gemma":0.02059071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868842,"about_ca_topic_score_gemma":0.9914168,"domain_scores_codex":[0.9992102,0.00007609858,0.00005517483,0.0001154742,0.0002761642,0.0002668621],"domain_scores_gemma":[0.9978445,0.000137989,0.0004047746,0.0000554809,0.0009131048,0.0006441403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001708909,0.00005132366,0.998081,0.00001553619,0.00001598218,0.0000469036,0.0005774006,0.00001466546,0.0000875644,0.00001450803,0.0002484241,0.0008296205],"study_design_scores_gemma":[0.000003097186,0.00002779978,0.9978642,0.00001331251,0.000006624605,0.00003490387,0.001688342,0.00005903573,0.00001867543,0.000003720502,0.0002770824,0.000003309342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966739,0.0001806608,0.00006508455,0.0001172789,0.000007194607,0.00007038418,0.001990828,0.000004678264,0.0008899248],"genre_scores_gemma":[0.9977616,0.0002537216,0.0001652457,0.0001316238,0.000004749737,0.00003762488,0.001043095,0.000002827658,0.0005995241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01419277,"threshold_uncertainty_score":0.1029762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06719215567159965,"score_gpt":0.3612360798452946,"score_spread":0.294043924173695,"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."}}