{"id":"W3030692635","doi":"10.1177/2045894020933088","title":"COVID‐19 and the pulmonary vasculature","year":2020,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; ARDS; Lung; Hypoxic pulmonary vasoconstriction; Cardiology; Hypoxemia; Pneumonia; Diffuse alveolar damage; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002778558,0.0001379611,0.0001525373,0.0003225835,0.0002132488,0.0008076883,0.0001687712,0.0005970115,0.002484422],"category_scores_gemma":[0.000760505,0.00009834527,0.0001390699,0.0002618336,0.0002874301,0.0004174968,0.0003324667,0.000665409,0.0003329263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210433,"about_ca_system_score_gemma":0.0002530142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008291158,"about_ca_topic_score_gemma":0.0006944937,"domain_scores_codex":[0.9998335,0.00005583905,0.000008543969,0.00002932281,0.00003271423,0.00004008339],"domain_scores_gemma":[0.9996641,0.00006874502,0.0001371618,0.00001818868,0.00003995211,0.0000719562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002907022,0.0005509224,0.7840506,0.0006111726,0.0002854009,0.01785341,0.0004966531,0.0003117056,0.02223844,0.005088311,0.007147424,0.1584589],"study_design_scores_gemma":[0.0001194642,0.001038979,0.9168326,0.0002891496,0.00009668288,0.03847794,0.0007047071,0.001007291,0.00199691,0.003760469,0.03564792,0.00002791766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.829867,0.1511352,0.0009146483,0.003749001,0.0003781941,0.00003216698,0.000254946,0.0000352536,0.01363354],"genre_scores_gemma":[0.9767676,0.0195296,0.0003172953,0.0004389331,0.0005986228,0.00001521993,0.0002057898,0.00000431141,0.002122719],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002484422,"threshold_uncertainty_score":0.008311212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040031397602545,"score_gpt":0.2604158271985795,"score_spread":0.230015513222554,"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."}}