{"id":"W3153951523","doi":"10.1183/13993003.00352-2021","title":"Impact of obstructive sleep apnoea and intermittent hypoxia on blood rheology: a translational study","year":2021,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Blood properties and coagulation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; Hotchkiss Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research; Fonds de Recherche en Santé Respiratoire; Agir pour les Maladies Chroniques; Alberta Innovates - Health Solutions; Natural Sciences and Engineering Research Council of Canada; European Respiratory Society; Hotchkiss Brain Institute, University of Calgary; University of Calgary; Heart and Stroke Foundation of Canada","keywords":"Medicine; Hypoxia (environmental); Sleep (system call); Intermittent hypoxia; Cardiology; Obstructive sleep apnea; Oxygen","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":[0.0003989043,0.0001347088,0.0002503804,0.0001112841,0.0001022884,0.00002777788,0.00005937702,0.00002936396,0.0002276332],"category_scores_gemma":[0.00008242347,0.00009767155,0.0001461645,0.0001053131,0.00006860755,0.00007395569,0.00003421541,0.0003626426,0.000008615971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050415,"about_ca_system_score_gemma":0.0001167214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001526465,"about_ca_topic_score_gemma":0.00000134693,"domain_scores_codex":[0.9985386,0.0004773825,0.0003911256,0.0001969121,0.0002537618,0.0001422109],"domain_scores_gemma":[0.9992454,0.00003626481,0.0001595631,0.0001753867,0.0002378696,0.0001455304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001273893,0.001615352,0.8740899,0.00002743306,0.001385037,0.001921266,0.0025865,0.0001430648,0.03723546,0.000118844,0.0001410709,0.07946219],"study_design_scores_gemma":[0.003678489,0.004282778,0.9892591,0.00008145031,0.0002619805,0.000993476,0.0004108501,0.00004062104,0.0007200309,0.00002624952,0.0001545199,0.00009050775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957998,0.001051968,0.00005754565,0.0001042792,0.0001080905,0.0001443857,0.000004577514,0.00001145086,0.00271786],"genre_scores_gemma":[0.9991907,0.00001295685,0.0001297917,0.0002432854,0.0002638027,9.707826e-7,0.00000177787,0.00002403719,0.0001326673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1151692,"threshold_uncertainty_score":0.398293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294353221064463,"score_gpt":0.287199487596646,"score_spread":0.2542559553860014,"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."}}