{"id":"W2147743622","doi":"10.1093/ndt/gfs165","title":"Sleep and pain management are key components of patient care in ESRD","year":2012,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Sleep (system call); Pain management; Key (lock); Hemodialysis; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007353254,0.0002385387,0.0003888762,0.0004323258,0.0005599686,0.0009925521,0.0003656642,0.000544974,0.002802424],"category_scores_gemma":[0.003003061,0.0001025612,0.0002719015,0.0007060115,0.0002956638,0.0004629218,0.0006706927,0.0008759371,0.0003585182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006102092,"about_ca_system_score_gemma":0.0009844243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004099591,"about_ca_topic_score_gemma":0.01048335,"domain_scores_codex":[0.9992014,0.0003742199,0.0000994207,0.00007188237,0.0001760462,0.00007702474],"domain_scores_gemma":[0.9982132,0.0004140667,0.0007913352,0.00003293452,0.0002562735,0.0002922284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004678691,0.0009209902,0.4869196,0.003418462,0.0003580139,0.0004431599,0.001102507,0.0005655604,0.001387429,0.0007201555,0.02009519,0.483601],"study_design_scores_gemma":[0.00003842624,0.0003927101,0.9853935,0.0006041069,0.00009201182,0.0003545388,0.0008644845,0.0002719163,0.0002326819,0.0005467909,0.01118898,0.00001990241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7626655,0.1476878,0.002245525,0.04529147,0.001642484,0.0005188835,0.004043723,0.0001017911,0.0358029],"genre_scores_gemma":[0.9542025,0.03513582,0.003014262,0.003114651,0.001197388,0.0001984437,0.00111775,0.00001213315,0.002007013],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004099591,"threshold_uncertainty_score":0.009375095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008478539334153826,"score_gpt":0.2193209441643854,"score_spread":0.2108424048302316,"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."}}