{"id":"W1889254929","doi":"10.1164/rccm.201502-0383oc","title":"Nocturnal Hypoxemia Severity and Renin–Angiotensin System Activity in Obstructive Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Kidney Disease Network; University of Calgary; Hotchkiss Brain Institute; Libin Cardiovascular Institute of Alberta; Alberta Health; Foothills Medical Centre","funders":"Alberta Innovates - Health Solutions; Alberta Health; University of Alberta; University of Calgary; American Society of Nephrology","keywords":"Hypoxemia; Medicine; Obstructive sleep apnea; Internal medicine; Effective renal plasma flow; Renal function; Cardiology; Angiotensin II; Endocrinology; Blood pressure; Renal blood flow","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001116328,0.0002529013,0.001029791,0.0004288127,0.00007833331,0.00002125783,0.0001143802,0.0001069826,0.00001136841],"category_scores_gemma":[0.002686174,0.0001861514,0.00007990596,0.0004975246,0.002607408,0.0002340117,0.00008833288,0.001081827,0.000001333807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003925006,"about_ca_system_score_gemma":0.0001748141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110757,"about_ca_topic_score_gemma":0.00001312348,"domain_scores_codex":[0.9972569,0.0005184529,0.000563959,0.0003281413,0.0009168274,0.000415721],"domain_scores_gemma":[0.9965575,0.0005375096,0.0002154273,0.0002235321,0.001308284,0.001157713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005975331,0.0001281492,0.4473219,0.0003834632,0.000181385,0.004910625,0.005250691,0.000003019694,0.0115103,0.0008674434,0.0001297783,0.523338],"study_design_scores_gemma":[0.008354196,0.0145358,0.9074559,0.0008125317,0.0004915628,0.007302375,0.05573827,0.0003645883,0.002852303,0.0002006096,0.001482935,0.0004089297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923983,0.00366219,0.0004980081,0.002329878,0.0002742791,0.0001718134,0.000007482066,0.0000154658,0.0006426337],"genre_scores_gemma":[0.9979249,0.00001084946,0.0009552127,0.0004650117,0.0006126995,0.000003148096,7.540397e-7,0.00002424801,0.000003189404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.522929,"threshold_uncertainty_score":0.9607102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028143548800236,"score_gpt":0.3254897589349356,"score_spread":0.2973462101346996,"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."}}