{"id":"W2010344367","doi":"10.1007/s11325-015-1161-7","title":"Home-use servo-ventilation therapy in chronic pain patients with central sleep apnea: initial and 3-month follow-up","year":2015,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Ontario Centre of Excellence for Child and Youth Mental Health; University Health Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Polysomnography; Hypoxemia; Apnea–hypopnea index; Central sleep apnea; Ventilation (architecture); Apnea; Obstructive sleep apnea; Sleep apnea; Positive airway pressure","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":[0.0005321371,0.0002212775,0.0003071779,0.0002095238,0.0001000254,0.0001056605,0.00006469295,0.0001189362,0.00001920184],"category_scores_gemma":[0.0001151041,0.0001724607,0.00003901932,0.0002571101,0.0001165388,0.0005443172,0.0000703165,0.0003207849,0.000002781228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139773,"about_ca_system_score_gemma":0.00005530522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003077841,"about_ca_topic_score_gemma":0.0002063286,"domain_scores_codex":[0.9981788,0.0001779787,0.0002432131,0.0003984329,0.0005015996,0.0005000203],"domain_scores_gemma":[0.9991354,0.00009182449,0.00007341959,0.0002050486,0.0001751291,0.0003191164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001664501,0.0001495121,0.7750553,0.00005633834,0.0001034121,0.00007229939,0.002432118,0.0000181979,0.0001902858,0.00003009168,0.00001043734,0.2202175],"study_design_scores_gemma":[0.0212255,0.001966431,0.9613361,0.0001323947,0.0000612035,0.000026896,0.0005652085,0.01372052,0.0003701114,0.00009211847,0.0002237016,0.0002798353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997588,0.0004858864,0.0006989167,0.0001488933,0.0001655424,0.0007179885,0.00001104556,0.00004366006,0.0001401012],"genre_scores_gemma":[0.9991071,0.00002663061,0.0004038912,0.0001153724,0.0001617431,0.00002207816,0.00009243831,0.00003756608,0.00003312864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2199377,"threshold_uncertainty_score":0.7032743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251774674826908,"score_gpt":0.2691428676133428,"score_spread":0.2466251208650737,"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."}}