{"id":"W3156720973","doi":"10.1016/j.jcin.2020.12.044","title":"COVID-19–Positive Patient and Hypoxemia","year":2021,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Hypoxemia; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty); Disease","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":[0.0003756056,0.0006859099,0.0005618655,0.0009106515,0.001102684,0.0009322189,0.0005550901,0.002142685,0.006329854],"category_scores_gemma":[0.002776575,0.0002061786,0.0004678647,0.000497204,0.0006789306,0.000830496,0.0006072807,0.001961645,0.0007694671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004373899,"about_ca_system_score_gemma":0.0005926563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102139,"about_ca_topic_score_gemma":0.001404704,"domain_scores_codex":[0.9994804,0.00007804341,0.00005891043,0.0001024782,0.0001178051,0.000162348],"domain_scores_gemma":[0.9991202,0.0002458113,0.000172605,0.00005769056,0.00008723626,0.0003164981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001434996,0.0003503668,0.3511204,0.0002203805,0.0001578056,0.6088327,0.0003576117,0.00021541,0.007013434,0.001815311,0.01287331,0.01560826],"study_design_scores_gemma":[0.0001163066,0.0007886583,0.2052594,0.0002700097,0.0002006727,0.7695084,0.0008529308,0.001183324,0.002244487,0.00234211,0.01716626,0.00006751805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052231,0.01224522,0.001641682,0.016317,0.002968345,0.0001925201,0.001678041,0.0001730642,0.05956102],"genre_scores_gemma":[0.9927255,0.001266004,0.0004778453,0.002263902,0.001225194,0.0000223473,0.0005011603,0.00001540006,0.001502601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006329854,"threshold_uncertainty_score":0.0211755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256419863583134,"score_gpt":0.3114647721801866,"score_spread":0.2689005735443553,"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."}}