{"id":"W2112646226","doi":"10.1111/j.1525-139x.2006.00116.x","title":"<i>Reviews</i>: Diagnosis and Management of Insomnia in Dialysis Patients","year":2006,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Sleep and related disorders","field":"Psychology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto; Humber River Regional Hospital; University Health Network","funders":"","keywords":"Insomnia; Medicine; Anxiety; Polypharmacy; Depression (economics); Sleep disorder; Population; Quality of life (healthcare); Disease; Dialysis; Sleep (system call); Psychiatry; Sleep debt; Intensive care medicine; Internal medicine","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":[0.00102669,0.0008057864,0.001120412,0.002285397,0.0003064834,0.001065319,0.001091128,0.001849064,0.008869636],"category_scores_gemma":[0.006814899,0.0002639923,0.001278364,0.00266089,0.000491764,0.001074101,0.0005735841,0.001962514,0.003532695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542129,"about_ca_system_score_gemma":0.001450038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355806,"about_ca_topic_score_gemma":0.007452622,"domain_scores_codex":[0.9988719,0.000257245,0.0002321855,0.0001155527,0.0004662123,0.00005699509],"domain_scores_gemma":[0.9947184,0.002634442,0.0008535127,0.00008040215,0.001460375,0.0002527175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009551939,0.00004864887,0.000471363,0.03238226,0.0001573124,0.00008326241,0.00005927157,0.0001053937,0.0001995383,0.0003100426,0.6520284,0.3140589],"study_design_scores_gemma":[0.00005690359,0.0001757078,0.005975066,0.03699566,0.0002870178,0.0007080445,0.00009336847,0.00006749482,0.0001139265,0.0004090897,0.955094,0.00002379188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001658824,0.9756551,0.0001006518,0.007629632,0.01338701,0.00004246007,0.000158333,0.00004320723,0.002817872],"genre_scores_gemma":[0.001397941,0.9612853,0.0002749917,0.01156528,0.02286728,0.00008199661,0.000249215,0.00001369546,0.00226426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008869636,"threshold_uncertainty_score":0.02967191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289753155112855,"score_gpt":0.3271106899275539,"score_spread":0.3042131583764254,"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."}}