{"id":"W2622244059","doi":"10.1186/s12888-017-1372-5","title":"Insomnia, psychiatric disorders and suicidal ideation in a National Representative Sample of active Canadian Forces members","year":2017,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Joseph’s Healthcare Hamilton; Deer Lodge Centre; Toronto Metropolitan University; St Joseph's Health Care; University of Ottawa; McMaster University; Parkwood Institute; Canadian Armed Forces; Western University","funders":"Ministère de la Défense Nationale","keywords":"Mental health; Insomnia; Psychiatry; Suicidal ideation; Generalized anxiety disorder; Major depressive disorder; Logistic regression; Anxiety; Panic disorder; Clinical psychology; Moderation; National Comorbidity Survey; Psychology; Medicine; Poison control; Suicide prevention; Mood; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001101861,0.0004039087,0.000303558,0.001582042,0.002822393,0.0009227775,0.001044996,0.0004581664,0.001748447],"category_scores_gemma":[0.002417019,0.0003453141,0.0006180722,0.002520488,0.0006650799,0.0003161893,0.0007199123,0.000573148,0.0001837436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01237069,"about_ca_system_score_gemma":0.02037877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853757,"about_ca_topic_score_gemma":0.9896126,"domain_scores_codex":[0.9993223,0.00004828039,0.00003579691,0.00008821224,0.0002955274,0.0002098867],"domain_scores_gemma":[0.998779,0.0000660058,0.000297302,0.00005307206,0.0005290286,0.0002755908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002474752,0.00002531379,0.9973948,0.00002614475,0.0000376137,0.00002587305,0.0003682468,0.00002474828,0.0000513281,0.00002359865,0.0005515979,0.00144601],"study_design_scores_gemma":[0.000003184042,0.00001878378,0.9987125,0.00002169747,0.00001564191,0.00002942951,0.000778739,0.00005213151,0.00001323678,0.000007934998,0.0003422337,0.000004434167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958614,0.0004814375,0.00005573487,0.0001806373,0.00001012735,0.00006029061,0.00238127,0.000004388053,0.0009647772],"genre_scores_gemma":[0.9970182,0.0005597238,0.0002044486,0.0001277735,0.000008278661,0.00004104322,0.001592715,0.000002457345,0.0004453983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146243,"threshold_uncertainty_score":0.08975607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752906898730276,"score_gpt":0.3239647886612919,"score_spread":0.3064357196739891,"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."}}