{"id":"W2130637800","doi":"10.1056/nejmoa051001","title":"Continuous Positive Airway Pressure for Central Sleep Apnea and Heart Failure","year":2005,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1185,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University; University of Toronto; Dalhousie University; Université Laval; University of Calgary; McGill University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Central sleep apnea; Heart failure; Sleep apnea; Airway; Apnea; Positive airway pressure; Cardiology; Cheyne–Stokes respiration; Respiratory failure; Sleep (system call); Obstructive sleep apnea; Anesthesia; Intensive care medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007065312,0.0001867518,0.0006700389,0.0002117217,0.0000711885,0.00001542432,0.0001046997,0.0001031804,0.0002671097],"category_scores_gemma":[0.0007691931,0.0001223691,0.0001025244,0.0001232163,0.0002066584,0.0001558005,0.00002745525,0.0005318273,0.000002848203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005609441,"about_ca_system_score_gemma":0.00007787623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002568902,"about_ca_topic_score_gemma":0.00002210574,"domain_scores_codex":[0.9982247,0.00008675716,0.000478426,0.0001888516,0.0006023138,0.0004189696],"domain_scores_gemma":[0.9980451,0.0003814525,0.0001975475,0.0001469811,0.0005259332,0.0007029983],"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":[0.008188086,0.000310467,0.05824153,0.0002877033,0.001240487,0.0002651788,0.004777351,0.00007149194,0.0666883,0.000597652,0.05677474,0.802557],"study_design_scores_gemma":[0.1645204,0.0101135,0.09156926,0.0005676776,0.001349842,0.008584959,0.001178397,0.001910995,0.01301589,0.0002986853,0.7065982,0.0002922664],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7877708,0.0111733,0.00998127,0.1874872,0.0008395635,0.001365456,0.00003733418,0.00003456582,0.001310574],"genre_scores_gemma":[0.9828388,0.00005155645,0.006406742,0.0008242602,0.009276276,0.000002629534,0.000008938436,0.00002848342,0.0005623054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8022648,"threshold_uncertainty_score":0.4990069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012165788643068,"score_gpt":0.279983982031446,"score_spread":0.2698623241450154,"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."}}