{"id":"W2116550634","doi":"10.1093/ndt/gfm598","title":"Nocturnal haemodialysis increases pharyngeal size in patients with sleep apnoea and end-stage renal disease","year":2007,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital; University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Nocturnal; End stage renal disease; Cross-sectional study; Sleep (system call); Internal medicine; Anesthesia; Hemodialysis; Cardiology; Apnea; Pathology","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":[0.0004999022,0.0002541605,0.0004832391,0.000606365,0.0001097687,0.00002300774,0.00009322035,0.0001461401,0.000292464],"category_scores_gemma":[0.0001121053,0.0002139405,0.0001009003,0.0005839915,0.0003269269,0.0002578527,0.00001642436,0.0003497048,0.00001174282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139424,"about_ca_system_score_gemma":0.00005367069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002847758,"about_ca_topic_score_gemma":0.001281623,"domain_scores_codex":[0.9977043,0.0002042372,0.0004384105,0.0005243682,0.0006162046,0.0005124608],"domain_scores_gemma":[0.9984887,0.0005738362,0.0001208811,0.0002411348,0.0001676024,0.0004077991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02009239,0.0005101258,0.9653506,0.00009705696,0.0003923513,0.0005566811,0.0004806432,0.00009888638,0.003175243,0.00004425269,0.000005386039,0.009196377],"study_design_scores_gemma":[0.01085865,0.0004144308,0.985445,0.00002063208,0.001256811,0.00001800724,0.00003339019,0.0005653446,0.001113448,0.00002335427,0.0000627888,0.0001881509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966573,0.00006759078,0.002000414,0.0002897705,0.00003010966,0.0005615318,0.0001393253,0.00005621274,0.0001977096],"genre_scores_gemma":[0.9975693,0.00006179838,0.0008944228,0.0005115144,0.0001141085,0.00003237955,0.0007639625,0.00002927737,0.00002318489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009439,"threshold_uncertainty_score":0.8724241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007872207971919084,"score_gpt":0.2560754927239974,"score_spread":0.2482032847520783,"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."}}