{"id":"W195810818","doi":"10.1093/sleep/26.3.313","title":"Sleep EEG Power Spectra, Insomnia, and Chronic Use of Benzodiazepines","year":2003,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"U.S. Public Health Service","keywords":"Insomnia; Chronic insomnia; Sleep (system call); Electroencephalography; Psychiatry; Medicine; Psychology; Sleep disorder","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232788,0.0001987316,0.0001766622,0.0004699684,0.0001771659,0.0002272558,0.00009317428,0.0002052523,0.001111226],"category_scores_gemma":[0.001289929,0.0001382611,0.0001329793,0.0003328238,0.0001458812,0.0002217437,0.0002432352,0.0001419768,0.0001239228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013743,"about_ca_system_score_gemma":0.0001030658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605657,"about_ca_topic_score_gemma":0.002948503,"domain_scores_codex":[0.9999113,0.00001535217,0.00001684658,0.000017495,0.00002502199,0.00001402438],"domain_scores_gemma":[0.9992949,0.0000808146,0.0004237392,0.00002410428,0.0001010775,0.00007542899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003289599,0.00004515465,0.9929275,0.00003456743,0.00006038995,0.00008675262,0.0001637477,0.00002229386,0.002746641,0.000005197286,0.00003101164,0.003547841],"study_design_scores_gemma":[0.000002058183,0.0000805008,0.999714,0.000001538639,0.000005119547,0.0000856189,0.00003464688,0.00001679416,0.00003945012,0.000002158696,0.00001772905,3.786962e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995153,0.0002339796,0.00004671677,0.000009090239,0.00000187675,0.000005674997,0.00006604136,0.000001113165,0.000120214],"genre_scores_gemma":[0.9995003,0.00015024,0.0001124242,0.00001247851,0.0000101298,0.000007305845,0.00009623683,6.289278e-7,0.0001103423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001605657,"threshold_uncertainty_score":0.003717482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303970989834345,"score_gpt":0.2562858583218767,"score_spread":0.2432461484235333,"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."}}