{"id":"W2084648201","doi":"10.5664/jcsm.2028","title":"Clinical Presentation of Obstructive Sleep Apnea in Patients with Chronic Kidney Disease","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; Alberta Kidney Disease Network; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Presentation (obstetrics); Sleep apnea; Disease; Intensive care medicine; Sleep (system call); Internal medicine; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004857957,0.0002909406,0.00182221,0.0004521,0.00003819392,0.000005930671,0.0003303736,0.0002505607,0.000588449],"category_scores_gemma":[0.01706323,0.0001814198,0.0004139013,0.0006485159,0.001222775,0.000512088,0.0001081249,0.001713849,0.00001667969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323793,"about_ca_system_score_gemma":0.0003350615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000185698,"about_ca_topic_score_gemma":0.000004106752,"domain_scores_codex":[0.9922048,0.0008255464,0.003932775,0.0003436149,0.002086421,0.0006068429],"domain_scores_gemma":[0.9915872,0.001956087,0.002038967,0.0005276766,0.001489578,0.002400497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01125704,0.002476206,0.885481,0.0001803714,0.0004992001,0.00006376642,0.000138462,0.00001154596,0.00002415572,0.00007308543,0.0003292006,0.09946595],"study_design_scores_gemma":[0.03101522,0.00684315,0.9589611,0.0005936409,0.0007312377,0.00001797335,0.0001339487,0.0004116823,0.00004014956,0.0001051474,0.0009946461,0.0001520916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928169,0.0007923201,0.0008050748,0.002344174,0.001915691,0.0007785162,0.00001479632,0.00001041839,0.0005221229],"genre_scores_gemma":[0.9941422,0.0001065997,0.001307518,0.0004409386,0.003881901,0.000006862323,0.00003381249,0.00004568447,0.0000344748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09931386,"threshold_uncertainty_score":0.9912165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335881743354757,"score_gpt":0.4077547305404916,"score_spread":0.364395913106944,"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."}}