{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001122167,0.0001915331,0.0003879548,0.0003862299,0.00004808802,0.00001879919,0.0002979543,0.00006281072,0.0008979529],"category_scores_gemma":[0.0001639728,0.0001580481,0.0002270137,0.0005585899,0.0003041137,0.0001208395,0.00001177512,0.0003121876,0.00009546043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307675,"about_ca_system_score_gemma":0.0006676687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005916248,"about_ca_topic_score_gemma":0.0000140728,"domain_scores_codex":[0.9983075,0.0001951702,0.0006025982,0.0002071927,0.0002781266,0.000409439],"domain_scores_gemma":[0.9982888,0.00007684506,0.0004195136,0.0002081641,0.00005860741,0.0009481417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001127117,0.002250136,0.7533491,0.00002241575,0.0005370126,0.0009863935,0.001188989,0.0002057344,0.0003619641,0.0004772628,0.1751378,0.0643561],"study_design_scores_gemma":[0.01450128,0.002474006,0.8470412,0.001167967,0.0009782775,0.0004165905,0.001320544,0.00004146109,0.00008801777,0.001286099,0.1298597,0.0008248482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734017,0.005397708,0.0002533416,0.004592046,0.002211273,0.0002021001,0.0002261738,0.00004743181,0.01366825],"genre_scores_gemma":[0.9967664,0.0003052597,0.00007004478,0.00204404,0.0004306354,0.000007030206,0.00003439774,0.00003059749,0.0003116008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09369215,"threshold_uncertainty_score":0.9831954,"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."}}