{"id":"W1989617822","doi":"10.5665/sleep.1114","title":"Prevalence and Polysomnographic Correlates of Insomnia Comorbid with Medical Disorders","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":263,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health; ResMed","keywords":"Insomnia; Medicine; Polysomnography; Internal medicine; Population; Odds ratio; Excessive daytime sleepiness; Restless legs syndrome; Psychiatry; Sleep disorder; Physical therapy; Apnea","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":[0.0003601577,0.0002319315,0.0002515448,0.000577144,0.0002499841,0.0002843878,0.0001704708,0.0002825627,0.001245504],"category_scores_gemma":[0.001755698,0.000263871,0.0002586374,0.000495268,0.0001721528,0.0002180116,0.0002864944,0.0002874983,0.0001196154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714876,"about_ca_system_score_gemma":0.0002060011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005712415,"about_ca_topic_score_gemma":0.01072319,"domain_scores_codex":[0.9997312,0.00006419505,0.00003818372,0.00005407823,0.0000744888,0.00003787378],"domain_scores_gemma":[0.9986271,0.0001569364,0.0008040796,0.0000427507,0.0001777249,0.0001915168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002725044,0.0000112922,0.9995518,0.00000528612,0.00002140464,0.00002088726,0.00001295288,0.000006210949,0.00008642779,0.000001656363,0.00002057026,0.0002341221],"study_design_scores_gemma":[0.000001618143,0.00002685855,0.9998159,0.000001777603,0.000005167588,0.00007704146,0.00002638766,0.00002443459,0.000007882442,0.000001389207,0.00001123053,4.641489e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994133,0.0001636185,0.00003112571,0.00001325644,0.000003644405,0.00000644251,0.0002159805,0.000001385616,0.0001512669],"genre_scores_gemma":[0.9994457,0.00008177386,0.00004591742,0.000009306129,0.00001100901,0.000007174142,0.0003449496,6.351318e-7,0.00005352473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005712415,"threshold_uncertainty_score":0.01135832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009782972725429271,"score_gpt":0.2381828123823811,"score_spread":0.2283998396569518,"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."}}