{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003293822,0.000154697,0.0004388806,0.000109616,0.000150214,0.00004206213,0.00004809086,0.0001031993,0.000884225],"category_scores_gemma":[0.0005002116,0.0001477285,0.002065895,0.0002035838,0.00005701638,0.00008553329,0.0001223889,0.0001814175,0.00007184144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309717,"about_ca_system_score_gemma":0.0003113231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003631609,"about_ca_topic_score_gemma":0.00002386409,"domain_scores_codex":[0.9985521,0.0001515537,0.000327362,0.0004053924,0.0003440809,0.0002194594],"domain_scores_gemma":[0.9985992,0.00003196638,0.00005133052,0.0005828727,0.0002052412,0.0005293952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00059376,0.004149287,0.03134314,0.00762789,0.05276307,0.03946406,0.005824395,0.0003722649,0.03934311,0.02288086,0.09656039,0.6990778],"study_design_scores_gemma":[0.004032046,0.0006851518,0.01654974,0.0006219296,0.003416641,0.004003435,0.00250779,0.00003731979,0.03596858,0.0007448352,0.9309553,0.00047722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7623655,0.07478082,0.1310591,0.002965198,0.001673505,0.001734005,0.0001819388,0.0003708767,0.02486914],"genre_scores_gemma":[0.9909113,0.0003273112,0.003208467,0.002727898,0.0001792001,0.000121151,0.0001861999,0.00004079382,0.002297674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8343949,"threshold_uncertainty_score":0.9681643,"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."}}