{"id":"W2345386511","doi":"","title":"The impact of nocturnal hemodialysis on sleep apnea in ESRD patients.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Hemodialysis; Nocturnal; Sleep apnea; Apnea; Obstructive sleep apnea; Sleep (system call); Intensive care medicine; Cardiology; 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":[0.0004349621,0.00011345,0.0002624237,0.0002360559,0.0004289569,0.000441878,0.0001647331,0.0003731451,0.002474748],"category_scores_gemma":[0.004249146,0.00005482237,0.0005293715,0.0002875093,0.0001516984,0.0003752886,0.0002331399,0.00050973,0.0001056554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202109,"about_ca_system_score_gemma":0.0008678851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005178118,"about_ca_topic_score_gemma":0.01233544,"domain_scores_codex":[0.999638,0.0001806483,0.00002987025,0.0000201975,0.00007310975,0.00005812547],"domain_scores_gemma":[0.9979255,0.0009996189,0.0003763479,0.00005388843,0.0002320711,0.0004124032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00399512,0.0006040119,0.8707176,0.0003710215,0.0006496868,0.0009091906,0.000243089,0.0001865695,0.0006814954,0.0003017224,0.00269652,0.1186439],"study_design_scores_gemma":[0.00004658729,0.0006758862,0.9972947,0.00006918494,0.0002328434,0.0002959266,0.0002114408,0.0001048929,0.00004951139,0.00009976979,0.0009124499,0.00000666608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968044,0.01889728,0.00008788439,0.003774943,0.0003077138,0.00002195516,0.000710315,0.000006626049,0.008149198],"genre_scores_gemma":[0.9947417,0.003833474,0.00008222133,0.0003441321,0.0003376979,0.00000822227,0.0002582842,0.000001352085,0.0003929749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005178118,"threshold_uncertainty_score":0.01029599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825081530529831,"score_gpt":0.2988985630275592,"score_spread":0.2706477477222609,"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."}}