{"id":"W2899936561","doi":"10.1183/13993003.01626-2018","title":"Predictors of 1-year compliance with adaptive servoventilation in patients with heart failure and sleep disordered breathing: preliminary data from the ADVENT-HF trial","year":2018,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Canadian Sleep & Circadian Network; Women's College Hospital; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research; Istituto Auxologico Italiano; Faculdade de Medicina da Universidade de São Paulo; London Health Sciences Centre; Universitätsklinikum Regensburg; Toronto Rehabilitation Institute; University of Ottawa; McGill University; McGill University Health Centre; Queen's University; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; McMaster University; University of Toronto; Dalhousie University; University Health Network","keywords":"Medicine; Heart failure; Sleep disordered breathing; Sleep (system call); Compliance (psychology); Breathing; Clinical trial; Randomized controlled trial; Cardiology; Internal medicine; Physical therapy; Intensive care medicine; Anesthesia; Obstructive sleep apnea","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001479586,0.0002073866,0.0006385463,0.0001680676,0.0003456802,0.0005684971,0.0003685842,0.002496836,0.003293538],"category_scores_gemma":[0.007370747,0.0001247516,0.0005802402,0.000441535,0.0002569048,0.0005260226,0.0001530915,0.002393622,0.0006900461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779853,"about_ca_system_score_gemma":0.0005134316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693208,"about_ca_topic_score_gemma":0.004721745,"domain_scores_codex":[0.9990793,0.0004998781,0.0001086579,0.00008763944,0.0001506471,0.00007383938],"domain_scores_gemma":[0.9955664,0.002455642,0.0007997726,0.0002108301,0.0004380145,0.0005292399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04689834,0.001635508,0.5266501,0.0011562,0.002103712,0.001081328,0.0002470413,0.0005973937,0.00160387,0.001094343,0.2197323,0.1971999],"study_design_scores_gemma":[0.02265841,0.005948398,0.9231847,0.001115077,0.00212847,0.001554987,0.0002638832,0.002493977,0.0005864747,0.003110846,0.03684967,0.0001052165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6912854,0.0427684,0.0005356116,0.2242459,0.005307089,0.0002112222,0.008558723,0.0001084954,0.02697909],"genre_scores_gemma":[0.9072278,0.007800299,0.001079711,0.06540009,0.009069686,0.0004588238,0.004085437,0.00002337848,0.004854877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003293538,"threshold_uncertainty_score":0.01101798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05187078876547984,"score_gpt":0.2775970953847481,"score_spread":0.2257263066192682,"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."}}