{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008257088,0.0002312592,0.0002733098,0.0003980872,0.000167107,0.00009100018,0.0001587573,0.00003239543,0.000303177],"category_scores_gemma":[0.000214238,0.0001801562,0.00006182286,0.0002943396,0.000236554,0.0002228089,0.0001023797,0.0006774903,0.00004913725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817712,"about_ca_system_score_gemma":0.0001078878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003363313,"about_ca_topic_score_gemma":0.000005442539,"domain_scores_codex":[0.9973508,0.0006345491,0.0004208759,0.0003703348,0.0007612398,0.0004622367],"domain_scores_gemma":[0.9986332,0.0000639421,0.0001735688,0.0003127984,0.0003163516,0.0005001606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007448946,0.0004876358,0.9474083,0.00006652408,0.00006315556,0.003555914,0.0001045581,0.0001007531,0.01936148,0.00007570519,0.00009899872,0.02122808],"study_design_scores_gemma":[0.007714941,0.0005689598,0.9831682,0.0001191234,0.00003250401,0.0000242613,0.00003862528,0.00002404527,0.003316866,0.000009688942,0.004784558,0.0001981734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951907,0.0002832979,0.0003887416,0.00008900123,0.00007106485,0.0003426954,0.00001843058,0.00002582018,0.003590284],"genre_scores_gemma":[0.9987938,0.000002987593,0.000192638,0.000274951,0.0003359405,0.000003985817,0.00001033916,0.00007083052,0.0003145286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03576002,"threshold_uncertainty_score":0.7346557,"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."}}