{"id":"W4281886279","doi":"10.1164/rccm.202206-1050ed","title":"Continuous Positive Airway Pressure and Cardiovascular Risk Reduction in Patients without Excessive Sleepiness: Importance of the Pulse Rate Response","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Pulse rate; Airway; Pulse (music); Pulse pressure; Cardiology; Reduction (mathematics); Blood pressure; Intensive care medicine; Anesthesia; Internal medicine; Obstructive sleep apnea","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001693045,0.0005555223,0.001585745,0.0005622558,0.001218754,0.001560252,0.0008292106,0.01446395,0.002555831],"category_scores_gemma":[0.01787084,0.0004413287,0.0009020156,0.0005256362,0.001207362,0.001441508,0.0003558377,0.01130301,0.001465245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600988,"about_ca_system_score_gemma":0.001816416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498393,"about_ca_topic_score_gemma":0.006424677,"domain_scores_codex":[0.9986606,0.0004942995,0.0002411763,0.0001342566,0.0003701021,0.00009960751],"domain_scores_gemma":[0.99161,0.006068119,0.0004550104,0.0001762536,0.0008644183,0.0008262347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002808723,0.0007567308,0.06427785,0.0004595325,0.0003495572,0.03525413,0.0006330201,0.0004328269,0.00199833,0.00515552,0.7642635,0.1236104],"study_design_scores_gemma":[0.005294227,0.003718849,0.1814752,0.002188447,0.0009753285,0.06841573,0.002172094,0.008358127,0.001979153,0.02680433,0.6981559,0.0004626331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01284851,0.005689587,0.000240727,0.9516948,0.01816886,0.00003212387,0.00009859808,0.00004202276,0.01118492],"genre_scores_gemma":[0.116836,0.005798822,0.001356864,0.7130256,0.156029,0.0001440084,0.00008991156,0.00004434759,0.006675495],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01446395,"threshold_uncertainty_score":0.01161599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008928778493439335,"score_gpt":0.2793919363186535,"score_spread":0.2704631578252142,"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."}}