{"id":"W3194130003","doi":"10.1152/ajpheart.00357.2021","title":"The influence of hemoconcentration on hypoxic pulmonary vasoconstriction in acute, prolonged, and lifelong hypoxemia","year":2021,"lang":"en","type":"article","venue":"American Journal of Physiology-Heart and Circulatory Physiology","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Vancouver General Hospital; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Physiological Society; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Hemoconcentration; Hypoxic pulmonary vasoconstriction; Hypoxia (environmental); Vasoconstriction; Hypoxemia; Vascular resistance; Hyperoxia; Internal medicine; Cardiology; Acclimatization; Medicine; Pulmonary hypertension; Anesthesia; Hemodynamics; Oxygen; Hematocrit; Chemistry; Lung; Biology","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":[0.000143248,0.0001111202,0.0001783337,0.00008652638,0.0001339257,0.0002375469,0.0001042107,0.000156454,0.0006321582],"category_scores_gemma":[0.0001715812,0.00006761281,0.0001258775,0.00005835239,0.0004234954,0.0001672866,0.0001589721,0.0002778033,0.00006032814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002096831,"about_ca_system_score_gemma":0.0001105461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008920149,"about_ca_topic_score_gemma":0.001299445,"domain_scores_codex":[0.9999373,0.00001828929,0.000004024385,0.00001387749,0.000007044134,0.0000194651],"domain_scores_gemma":[0.9998455,0.00001959026,0.00003622039,0.00001910026,0.00001240154,0.00006715627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003124252,0.0001388949,0.01876586,0.00005164342,0.00003552953,0.0002562338,0.0002638992,0.0001396641,0.9724861,0.0001413092,0.00004447128,0.004552111],"study_design_scores_gemma":[0.00003202261,0.002575341,0.8913062,0.00001045473,0.00004888363,0.0004310019,0.0004038491,0.0005294782,0.1040902,0.0001123351,0.0004483467,0.00001179234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995377,0.0002233547,0.00006567416,0.00001081307,0.000002015579,0.000001603668,0.00001621272,0.000001262533,0.0001413987],"genre_scores_gemma":[0.9995649,0.0001019309,0.00007938587,0.00001519537,0.000003708793,0.000004412957,0.00002720517,8.472902e-7,0.0002022896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008920149,"threshold_uncertainty_score":0.002114832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005269121162916338,"score_gpt":0.2271165557287629,"score_spread":0.2218474345658466,"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."}}