{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001300141,0.0001379687,0.0001636006,0.0001326535,0.00005083336,0.000003504165,0.0001919742,0.0002145284,0.002842491],"category_scores_gemma":[0.00003178349,0.0001015399,0.00004509306,0.0002509045,0.0006146432,0.00005219868,0.00003994792,0.0002493873,0.00005197473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002753523,"about_ca_system_score_gemma":0.00001446751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003463678,"about_ca_topic_score_gemma":0.0001234777,"domain_scores_codex":[0.9990004,0.0000702441,0.00020798,0.000256664,0.0002218883,0.0002428447],"domain_scores_gemma":[0.9994166,0.00006403258,0.00009162446,0.0002667967,0.00002467157,0.0001362978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002301832,0.0005149349,0.9660228,0.00003182184,0.0003796983,0.00003063364,0.005554609,7.139733e-7,0.000003374922,0.005686537,0.0001927868,0.02135184],"study_design_scores_gemma":[0.004678776,0.001096634,0.9882051,0.0001903709,0.0004072857,0.0001254126,0.002148962,0.0001227586,0.00004679753,0.002244511,0.0003561054,0.0003773237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566821,0.004784665,0.0001871825,0.0001072362,0.0003577196,0.0001819292,0.000003915944,0.00005941422,0.03763585],"genre_scores_gemma":[0.9988117,0.000776831,0.00007991041,0.00009056303,0.00001119394,0.00001646412,0.000002883277,0.00001964906,0.000190807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04212961,"threshold_uncertainty_score":0.998069,"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."}}