{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003045062,0.0002378642,0.0002058656,0.0003790451,0.0002044896,0.0002504089,0.0001135452,0.000299889,0.0008532498],"category_scores_gemma":[0.0007643718,0.0001262619,0.0001593267,0.0002333678,0.0002363081,0.0001910992,0.0002201134,0.0002282828,0.00008372543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141799,"about_ca_system_score_gemma":0.0001383248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148284,"about_ca_topic_score_gemma":0.001710577,"domain_scores_codex":[0.9998776,0.00003695473,0.0000203199,0.00002048085,0.00002987989,0.00001478379],"domain_scores_gemma":[0.9993634,0.0001431668,0.0002297517,0.00002139544,0.0000468477,0.0001954489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00050114,0.00005139313,0.9951339,0.00002148123,0.00004825898,0.00008329416,0.00005166074,0.00004745433,0.002314941,0.000009378353,0.00002514682,0.001711944],"study_design_scores_gemma":[0.000007010984,0.000183441,0.9994461,0.000001783626,0.00001226373,0.0001476494,0.00002974865,0.00007616229,0.00006706674,0.000005763796,0.00002182011,0.000001120832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999563,0.0002021249,0.00005495722,0.00001286863,0.000003074372,0.000004399406,0.00003101632,0.000001429954,0.0001270043],"genre_scores_gemma":[0.9997876,0.0000502555,0.00005429476,0.000009205516,0.00000945163,0.000003537081,0.00005238888,4.471377e-7,0.0000329114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001148284,"threshold_uncertainty_score":0.002854347,"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."}}