{"id":"W4213231786","doi":"10.3410/f.4104.471755","title":"Faculty Opinions recommendation of Continuous positive airway pressure for central sleep apnea and heart failure.","year":2006,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Medicine; Ejection fraction; Heart failure; Central sleep apnea; Hypopnea; Cheyne–Stokes respiration; Sleep apnea; Apnea; Heart rate; Anesthesia; Randomization; Positive airway pressure; Cardiology; Obstructive sleep apnea; Internal medicine; Polysomnography; Blood pressure; Randomized controlled trial","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":[0.002132697,0.0006830615,0.001215943,0.0009862958,0.001453387,0.002486807,0.001885685,0.009964599,0.2759266],"category_scores_gemma":[0.009133286,0.0004143171,0.001446464,0.001289834,0.0006980634,0.0008271229,0.0007328927,0.004269696,0.1574437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898775,"about_ca_system_score_gemma":0.006069621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01897199,"about_ca_topic_score_gemma":0.04083119,"domain_scores_codex":[0.9983468,0.0001728923,0.0001497643,0.0001758372,0.0009355043,0.0002191411],"domain_scores_gemma":[0.9928203,0.0006512685,0.0004461606,0.0002599549,0.003774057,0.002048171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007673182,0.0000577042,0.0005205182,0.0001714261,0.00002065677,0.00005202412,0.000005760015,0.00001687615,0.0001267722,0.0002418272,0.9660946,0.0326151],"study_design_scores_gemma":[0.0005398228,0.00008214011,0.005657405,0.0003570788,0.00004541775,0.0001073612,0.00002198748,0.0001318806,0.00009578164,0.000508504,0.9924389,0.000013795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002222664,0.01335244,0.0009358866,0.2931916,0.188982,0.001648772,0.01433034,0.0007403268,0.4845961],"genre_scores_gemma":[0.009403561,0.009733693,0.00335901,0.1607697,0.133988,0.001098955,0.009325182,0.0001972457,0.6721247],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2759266,"threshold_uncertainty_score":0.9230666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909671401087815,"score_gpt":0.34277994642282,"score_spread":0.3236832324119419,"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."}}