{"id":"W1977607984","doi":"10.1053/ajkd.2003.50066","title":"Daytime sleepiness in patients with CRF: Impact of nocturnal hemodialysis","year":2003,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Humber River Regional Hospital; University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Polysomnography; Hemodialysis; Excessive daytime sleepiness; Multiple Sleep Latency Test; Internal medicine; Restless legs syndrome; Sleep Stages; Sleep disorder; Apnea; Insomnia; 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":[0.0003195717,0.000269445,0.0004713848,0.0002723228,0.0005782959,0.0004840003,0.0002177509,0.0004263251,0.001512667],"category_scores_gemma":[0.001894764,0.0001107125,0.0007915176,0.0005163331,0.000197755,0.000493933,0.0003666678,0.0005533822,0.00009919775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017013,"about_ca_system_score_gemma":0.0004486335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005271818,"about_ca_topic_score_gemma":0.01214195,"domain_scores_codex":[0.9997765,0.00006099021,0.0000339185,0.0000273975,0.00004865194,0.000052468],"domain_scores_gemma":[0.9987934,0.0003064888,0.0003152786,0.00004197541,0.0001096535,0.0004331885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001666976,0.0001986402,0.9889691,0.0000542253,0.000286982,0.000398724,0.0001198103,0.0001382086,0.0004293376,0.00002702597,0.0002123997,0.007498476],"study_design_scores_gemma":[0.00001190695,0.0001822762,0.9993669,0.000004235669,0.00004698141,0.0001459236,0.00008069581,0.000060343,0.00001040965,0.00001152125,0.00007592145,0.000002859243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996294,0.00149922,0.00004619413,0.0001928774,0.00005678535,0.000008836674,0.0002927042,0.000003586994,0.001605885],"genre_scores_gemma":[0.9991935,0.0003074889,0.0000400171,0.00005853928,0.00006277923,0.000003975383,0.0002054602,0.000001183315,0.0001271479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005271818,"threshold_uncertainty_score":0.01048225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003365581381749885,"score_gpt":0.2393722818251404,"score_spread":0.2360067004433905,"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."}}