{"id":"W59526529","doi":"10.1093/milmed/168.1.7","title":"Sleep Disorders in a Military Population","year":2003,"lang":"en","type":"article","venue":"Military Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Military personnel; Confidence interval; Population; Polysomnography; Body mass index; Excessive daytime sleepiness; Insomnia; Military medicine; Psychiatry; Physical therapy; Sleep disorder; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000468267,0.0002024074,0.0002819638,0.000317466,0.00006372755,4.498721e-7,0.0001279718,0.0002033641,0.004554871],"category_scores_gemma":[0.0002027626,0.0001666103,0.00006386315,0.0005367686,0.0001631969,0.00007114637,0.0000109416,0.0003171115,0.0002153823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005181785,"about_ca_system_score_gemma":0.000007998294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497355,"about_ca_topic_score_gemma":0.005834276,"domain_scores_codex":[0.9982452,0.000286443,0.0004386697,0.0004136441,0.0002054404,0.000410558],"domain_scores_gemma":[0.9993063,0.0001292026,0.00002455514,0.0004096879,0.0000167049,0.0001135484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005364884,0.001685302,0.810631,0.00008473346,0.0005729831,0.00014842,0.02879752,0.001846712,0.0001344522,0.01243805,0.03507949,0.1080448],"study_design_scores_gemma":[0.01136716,0.0007497687,0.9165101,0.0001247897,0.0001742463,0.00003969896,0.01783598,0.0008413234,0.000003806842,0.01701116,0.03476482,0.0005771308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8597406,0.0519716,0.000152062,0.002299471,0.001809366,0.0004271502,0.000002738877,0.00009173191,0.0835053],"genre_scores_gemma":[0.9976466,0.0005336319,0.0001100242,0.0007034054,0.00008171189,0.00004311136,0.00008207089,0.00002717215,0.0007722564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137906,"threshold_uncertainty_score":0.9963551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014912651907367,"score_gpt":0.2789991614648323,"score_spread":0.2688500349457586,"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."}}