{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002455008,0.0005635759,0.0007714909,0.0004667813,0.0006360118,0.0009410242,0.0005282865,0.0009886172,0.003069519],"category_scores_gemma":[0.001224574,0.0002154932,0.0006156763,0.0006922514,0.001399022,0.0008448461,0.0009467779,0.0007003713,0.0003758259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005756683,"about_ca_system_score_gemma":0.001822467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009947295,"about_ca_topic_score_gemma":0.001092277,"domain_scores_codex":[0.9995901,0.0001629496,0.00002353961,0.00009232932,0.00003945539,0.00009157413],"domain_scores_gemma":[0.9988652,0.0001482506,0.0003570565,0.0001538134,0.0001895699,0.000286078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.06881605,0.04304717,0.4227822,0.008513778,0.002872133,0.002170305,0.00424078,0.0003940902,0.1421106,0.003952525,0.003821597,0.2972788],"study_design_scores_gemma":[0.001456569,0.05894742,0.9194732,0.0006788992,0.00137097,0.001040292,0.002819503,0.0004374942,0.003180427,0.00147815,0.009073675,0.00004333858],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770458,0.01823387,0.0006971249,0.000711567,0.0002282418,0.0004572051,0.0002730254,0.00001606674,0.002337042],"genre_scores_gemma":[0.9858621,0.009185923,0.001127691,0.0005213117,0.0007001647,0.0007106998,0.0006138101,0.000007832735,0.001270484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003069519,"threshold_uncertainty_score":0.0129835,"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."}}