{"id":"W95478482","doi":"10.5664/jcsm.26514","title":"Adaptive Servo-Ventilation in Patients With Idiopathic Cheyne-Stokes Breathing","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Central sleep apnea; Sleep medicine; Ventilation (architecture); Sleep (system call); Polysomnography; Respiratory center; Sleep apnea; Physical therapy; Internal medicine; Sleep disorder; Respiratory system; Psychiatry; Apnea; Insomnia; Mechanical engineering","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":[0.0002254576,0.0007415434,0.0009061719,0.0006414619,0.0006946629,0.000414023,0.0004122696,0.001525731,0.001815922],"category_scores_gemma":[0.002177052,0.0002293977,0.0004452127,0.0004467685,0.0009397398,0.0006821189,0.0004298524,0.001000526,0.0001870253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826107,"about_ca_system_score_gemma":0.0004658859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569932,"about_ca_topic_score_gemma":0.002017196,"domain_scores_codex":[0.999749,0.00003442134,0.00004044762,0.00006326104,0.00005056493,0.0000624056],"domain_scores_gemma":[0.9991742,0.0003623778,0.0001620076,0.00004360079,0.00005065644,0.0002072308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.003608497,0.0004966728,0.8985932,0.0000901981,0.0001020058,0.07826926,0.0004878222,0.0004057539,0.005356552,0.0001875367,0.0003231807,0.01207933],"study_design_scores_gemma":[0.000330587,0.003824262,0.9153069,0.00003234846,0.0001133978,0.07580519,0.0006738427,0.002416917,0.0008763992,0.0002226883,0.0003566221,0.00004084088],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985363,0.0003142185,0.0001347938,0.00009682353,0.00002438668,0.00001605042,0.00004520375,0.000008914237,0.0008232328],"genre_scores_gemma":[0.9995839,0.00009464491,0.00006794436,0.00005179288,0.0000384784,0.000006914553,0.00005700455,0.000002298815,0.00009703563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815922,"threshold_uncertainty_score":0.006074846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03571199550149157,"score_gpt":0.3569433571070898,"score_spread":0.3212313616055982,"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."}}