{"id":"W2079094501","doi":"10.1183/09031936.06.00075405","title":"Enhanced chemo-responsiveness in patients with sleep apnoea and end-stage renal disease","year":2006,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital; University of Toronto; University of Calgary","funders":"","keywords":"Polysomnography; Medicine; Hypercapnia; End stage renal disease; Ventilation (architecture); Sleep (system call); Respiratory system; Population; Anesthesia; Sleep Stages; Control of respiration; Hypoxia (environmental); Hyperoxia; Apnea; Internal medicine; Cardiology; Disease; Lung; Oxygen","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":[0.0002258882,0.0002727344,0.0005691485,0.0005374541,0.0004299005,0.0003403946,0.0001531403,0.0003733967,0.001041847],"category_scores_gemma":[0.001082387,0.0001248161,0.0002418373,0.0005744605,0.0002574025,0.0002591395,0.0003388181,0.0004101305,0.0001224239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181583,"about_ca_system_score_gemma":0.0001641393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493491,"about_ca_topic_score_gemma":0.002299154,"domain_scores_codex":[0.9997832,0.00005499979,0.00002942708,0.00004396305,0.00004473477,0.00004365488],"domain_scores_gemma":[0.9994735,0.000115956,0.0002317261,0.00002085879,0.00003785727,0.0001200223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003630417,0.00003546933,0.9961005,0.00001681432,0.00004157352,0.0003664246,0.00008510751,0.00002966661,0.0009395953,0.00000964702,0.00003422851,0.001977894],"study_design_scores_gemma":[0.000006997478,0.0001519947,0.9989936,0.00000269253,0.00001467205,0.0005893378,0.00008038827,0.00006325648,0.0000369033,0.00001305655,0.00004536972,0.00000169969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993973,0.0003401044,0.00003802976,0.00001574874,0.000003131107,0.0000042713,0.00003965168,0.000001846847,0.0001600594],"genre_scores_gemma":[0.9997243,0.00009503784,0.00004313963,0.0000176359,0.000009600156,0.000004325776,0.00006424985,3.769677e-7,0.0000412562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001493491,"threshold_uncertainty_score":0.003485382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179465749424638,"score_gpt":0.2538517930575656,"score_spread":0.2420571355633192,"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."}}