{"id":"W2081298641","doi":"10.1053/j.ajkd.2005.12.035","title":"Chronic Insomnia in Kidney Transplant Recipients","year":2006,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Sleep and related disorders","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Semmelweis Egyetem","keywords":"Medicine; Insomnia; Kidney disease; Population; Internal medicine; Comorbidity; Dialysis; Transplantation; Kidney transplantation; Depression (economics); Obstructive sleep apnea; Sleep apnea; Physical therapy; Psychiatry","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":[0.0004340165,0.0002075903,0.0004689376,0.001110585,0.001015393,0.0007127533,0.0002608979,0.0006409886,0.002683899],"category_scores_gemma":[0.001770918,0.000267443,0.0007237701,0.001129533,0.0002897125,0.0005421462,0.0005678894,0.000763485,0.0001851957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587885,"about_ca_system_score_gemma":0.0008352005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435734,"about_ca_topic_score_gemma":0.02049499,"domain_scores_codex":[0.9997163,0.00006345401,0.00005144105,0.00003002843,0.00004963928,0.00008899557],"domain_scores_gemma":[0.9989374,0.0001502879,0.0004314678,0.00001825101,0.00007134196,0.0003912465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001976341,0.00006834196,0.9984179,0.00001247315,0.00003190176,0.0001710214,0.00004399698,0.00001066043,0.00007081003,0.000008365805,0.00007936097,0.0008875433],"study_design_scores_gemma":[0.00001394958,0.00007977006,0.9993593,0.000005577641,0.00002458765,0.0002169246,0.0001851503,0.00004762175,0.000007473808,0.00001414464,0.00004305681,0.000002499476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980519,0.0008181912,0.00001998471,0.0001882994,0.00003033248,0.000008465077,0.0001138736,0.000001864177,0.0007671823],"genre_scores_gemma":[0.9992602,0.0003267642,0.00002136172,0.00006622157,0.00004854804,0.00000498676,0.0001235413,7.104821e-7,0.0001476399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435734,"threshold_uncertainty_score":0.02854753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005130811184249866,"score_gpt":0.2546467037160036,"score_spread":0.2495158925317537,"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."}}