{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002615192,0.0001380507,0.0002278347,0.00004059467,0.0001607415,0.00002322487,0.00006376886,0.0001123841,0.0002797256],"category_scores_gemma":[0.0002213669,0.00009329306,0.0001166199,0.0002031853,0.0001052415,0.0001391975,0.00004077663,0.0001998563,0.00003809026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000350603,"about_ca_system_score_gemma":0.0001298386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001249026,"about_ca_topic_score_gemma":4.337779e-7,"domain_scores_codex":[0.9989747,0.00007465138,0.0002098662,0.0002983318,0.0002794328,0.000162966],"domain_scores_gemma":[0.9991359,0.00005445718,0.00006965888,0.0002239044,0.00004420556,0.000471931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007234602,0.000473036,0.5243185,0.002415398,0.0006134625,0.003916006,0.007108856,0.001050476,0.1775471,0.06024535,0.004680818,0.2103964],"study_design_scores_gemma":[0.006156593,0.0002187676,0.4701775,0.00005996408,0.0006840304,0.002733919,0.001109293,0.1044398,0.0005852864,0.01450217,0.3986877,0.0006450212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7953724,0.01090322,0.01273349,0.1265962,0.0005497811,0.004041164,0.00002390881,0.000696702,0.04908308],"genre_scores_gemma":[0.9840879,0.00006404708,0.0001325925,0.01501712,0.0003713036,0.00002831076,0.00009088701,0.00002109561,0.0001867458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3940068,"threshold_uncertainty_score":0.3804381,"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."}}