{"id":"W4206357762","doi":"10.31219/osf.io/mx7dv","title":"“Friend or Foe” — Oxygen Therapy for COVID-19 patients, a New Perspective","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; McGill University; University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Intensive care medicine; Disease; Medicine; Pandemic; Oxygen therapy; Pneumonia; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Oxidative stress; 2019-20 coronavirus outbreak; Mechanical ventilation; Pathophysiology; Internal medicine; Infectious disease (medical specialty); Virology; Outbreak","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":[0.002835086,0.0003118969,0.0007869064,0.000441278,0.001007491,0.002758127,0.0005938145,0.002985228,0.009683143],"category_scores_gemma":[0.009220445,0.0001106675,0.0006729759,0.0003304553,0.001275628,0.003404647,0.00139934,0.005239629,0.003103076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009007723,"about_ca_system_score_gemma":0.001984183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007100158,"about_ca_topic_score_gemma":0.001669604,"domain_scores_codex":[0.9988282,0.0006893642,0.00007977946,0.000126295,0.000170646,0.000105655],"domain_scores_gemma":[0.9962105,0.001700424,0.0002153089,0.0001560556,0.0006812103,0.001036568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001217133,0.0004868701,0.003539391,0.002613229,0.0001715501,0.001458047,0.001138171,0.00009471661,0.001329112,0.01869061,0.4970477,0.4722134],"study_design_scores_gemma":[0.000228563,0.0007886388,0.00357958,0.003491768,0.000129101,0.002310739,0.001974338,0.0001324289,0.0006311584,0.02147342,0.9652112,0.00004903254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005142593,0.2554798,0.001749414,0.6944326,0.02677104,0.00004705124,0.0001757634,0.00008960523,0.01611206],"genre_scores_gemma":[0.1090092,0.4851124,0.01026949,0.2471928,0.1251091,0.0003202335,0.0007045712,0.0001733209,0.02210901],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009683143,"threshold_uncertainty_score":0.03239328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2105590483791595,"score_gpt":0.5148630957159961,"score_spread":0.3043040473368366,"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."}}