{"id":"W2187674014","doi":"10.1155/2015/751615","title":"The SERVE‐HF Trial","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Quality of life (healthcare); Psychological intervention; Randomized controlled trial; University hospital; Central sleep apnea; Clinical endpoint; Emergency medicine; Internal medicine; Apnea; Nursing; Polysomnography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001224493,0.0008909832,0.001622263,0.0002499648,0.0003149477,0.0009292844,0.0005537134,0.001500447,0.01587542],"category_scores_gemma":[0.001739319,0.0002039784,0.001184023,0.0002890614,0.0004412815,0.0006902062,0.000453917,0.002166803,0.001852387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000504291,"about_ca_system_score_gemma":0.0008344201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041433,"about_ca_topic_score_gemma":0.003199311,"domain_scores_codex":[0.9994068,0.0003437291,0.00002968321,0.00008025038,0.00006364227,0.000075942],"domain_scores_gemma":[0.9995883,0.0001088326,0.00007488568,0.00004146761,0.00004308352,0.000143481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6707788,0.00532519,0.01320297,0.00719363,0.008186446,0.0003113165,0.0002153184,0.001046048,0.002235263,0.006477067,0.1009461,0.1840819],"study_design_scores_gemma":[0.9015673,0.03033023,0.02474414,0.001270351,0.00328879,0.0002454348,0.0002162809,0.0006782136,0.0004443655,0.003386377,0.03375978,0.00006868422],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8156746,0.09281454,0.0017152,0.01354641,0.005812545,0.004043404,0.01997618,0.0003300484,0.04608709],"genre_scores_gemma":[0.9110093,0.01940064,0.002302076,0.01327178,0.003273915,0.007930216,0.01384035,0.00008270061,0.02888915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01587542,"threshold_uncertainty_score":0.05310857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08764949714849524,"score_gpt":0.3368204533847313,"score_spread":0.2491709562362361,"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."}}