{"id":"W2038539134","doi":"10.1016/j.psychres.2014.04.008","title":"Sleep disturbances and suicidal ideation in a sample of treatment-seeking Canadian Forces members and veterans","year":2014,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Parkwood Institute; McMaster University; St Joseph's Health Care; Deer Lodge Centre; Western University","funders":"","keywords":"Suicidal ideation; Psychiatry; Clinical psychology; Major depressive disorder; Anxiety; Generalized anxiety disorder; Psychology; Depression (economics); Patient Health Questionnaire; Suicide prevention; Poison control; Medicine; Depressive symptoms; Mood; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004079706,0.0004002975,0.0004403331,0.00152484,0.003896425,0.001470814,0.0007923472,0.0007459795,0.001952052],"category_scores_gemma":[0.001877728,0.0004711164,0.0004789807,0.002265643,0.0008133933,0.0005546107,0.0007486837,0.0009917004,0.0001844819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005280583,"about_ca_system_score_gemma":0.004776829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8381086,"about_ca_topic_score_gemma":0.8923573,"domain_scores_codex":[0.9996021,0.00004347639,0.00002602068,0.00004107001,0.0001044668,0.0001828251],"domain_scores_gemma":[0.9992042,0.00005740688,0.0001817002,0.00002277972,0.0002194798,0.0003144952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005464361,0.00008565647,0.9969092,0.00000513755,0.00002245974,0.0001026367,0.001994371,0.000009157102,0.0001184526,0.00001709832,0.0001025931,0.0005785096],"study_design_scores_gemma":[0.000004085293,0.00004278593,0.9936888,0.000004559834,0.000007932736,0.00009359622,0.006015636,0.00002602094,0.00001234969,0.000006362018,0.00009399356,0.000003835095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995183,0.00005988818,0.000006325111,0.00003350544,0.000003211647,0.00001183776,0.0001071376,3.839125e-7,0.0002595469],"genre_scores_gemma":[0.9991634,0.0001115858,0.00002794858,0.00005717916,0.000004288858,0.000009331749,0.0002675361,8.223494e-7,0.0003579441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618914,"threshold_uncertainty_score":0.3256896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331647520262959,"score_gpt":0.3544857141080464,"score_spread":0.3211692389054168,"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."}}