{"id":"W4414341327","doi":"10.1016/j.sleep.2025.106803","title":"Probable trauma-associated sleep disorder among Ukrainian combatants with stress-related mental disorders","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Human Health and Disease","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novelis (Canada)","funders":"Poltava State Medical University; King Khalid University","keywords":"Insomnia; Nightmare; Confounding; Mental health; Sleep disorder; Ukrainian","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034951,0.0003981947,0.0007492596,0.0003489125,0.00032997,0.00001511132,0.0001912842,0.0001958124,0.001396786],"category_scores_gemma":[0.0003555772,0.0002849422,0.00009657578,0.000940997,0.0005833213,0.0001304227,0.00005000521,0.0005243621,0.00004248246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125484,"about_ca_system_score_gemma":0.0001890698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008437281,"about_ca_topic_score_gemma":0.004556655,"domain_scores_codex":[0.9971851,0.0001101318,0.0006751317,0.0005773852,0.0006517313,0.0008005123],"domain_scores_gemma":[0.9983076,0.0001061832,0.0001927968,0.0005296018,0.0001390139,0.0007247681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0013645,0.001969747,0.942794,0.0006778296,0.0008020673,0.000132399,0.00537239,0.00004756538,0.00002777335,0.0003606574,0.009760328,0.03669081],"study_design_scores_gemma":[0.03460285,0.002292992,0.9373246,0.002727061,0.001174719,0.00000938375,0.00328969,0.002848736,0.00004064412,0.0004419217,0.01475592,0.0004914716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525328,0.00203212,0.00004946609,0.01190698,0.0004944525,0.002111661,0.00008633089,0.000273329,0.03051291],"genre_scores_gemma":[0.9905381,0.0001268549,0.00003556099,0.002438855,0.00008785988,0.0001152769,0.0008854947,0.0000512536,0.005720708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03800539,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007740829330244382,"score_gpt":0.2735074695729277,"score_spread":0.2657666402426833,"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."}}