{"id":"W2897683855","doi":"10.1002/ejhf.1337","title":"Treating Central Sleep Apnoea in Heart Failure: Is Pull Better Than Push?","year":2018,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Central sleep apnea; Heart failure; Cheyne–Stokes respiration; Continuous positive airway pressure; Ejection fraction; Positive airway pressure; Hyperventilation; Cardiology; Periodic breathing; Sleep apnea; Anesthesia; Sleep and breathing; Internal medicine; Apnea; Polysomnography; Obstructive sleep apnea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968271,0.0003684595,0.00120556,0.0005023606,0.0004882428,0.0014422,0.0008141234,0.002384963,0.008205788],"category_scores_gemma":[0.003773536,0.000127657,0.0006534309,0.0004707458,0.0009870102,0.001703734,0.0005700956,0.003505217,0.001566308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447408,"about_ca_system_score_gemma":0.0005398788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359617,"about_ca_topic_score_gemma":0.002925625,"domain_scores_codex":[0.9993038,0.0002419642,0.0001022917,0.0001011904,0.0001871168,0.00006348314],"domain_scores_gemma":[0.9988153,0.0006509268,0.0001654879,0.00002387278,0.0002374038,0.000107026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002460923,0.0002779261,0.00137026,0.006742549,0.0003306705,0.0001803789,0.0002380136,0.0001302322,0.0007400363,0.002891557,0.1935452,0.7910923],"study_design_scores_gemma":[0.0048362,0.006298148,0.01999459,0.04630873,0.001387552,0.002652912,0.001625228,0.0007172661,0.001039282,0.01308826,0.9018641,0.0001877505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004836928,0.8412014,0.0003949177,0.11786,0.02843234,0.00006544088,0.00009791141,0.00003938982,0.007071603],"genre_scores_gemma":[0.0393092,0.7780933,0.001596572,0.09597816,0.07713009,0.0001360934,0.0002143061,0.00006211147,0.007480212],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008205788,"threshold_uncertainty_score":0.02745116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691494239361007,"score_gpt":0.2652408488865501,"score_spread":0.2483259064929401,"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."}}