{"id":"W4205610563","doi":"10.22541/au.158817616.62606783","title":"Is Inhaled Furosemide A Potential Therapeutic For COVID-19?","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation","funders":"","keywords":"Cytokine storm; Medicine; Furosemide; Coronavirus disease 2019 (COVID-19); Cytokine; Drug repositioning; Repurposing; Intensive care medicine; Drug; Coronavirus; Pneumonia; Disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Pharmacology; Infectious disease (medical specialty); Biology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000222453,0.0003448103,0.0005839025,0.0002007353,0.0001745718,0.0000425617,0.0002098882,0.000560634,0.001352952],"category_scores_gemma":[0.0003419732,0.0002865874,0.0004026947,0.0001905435,0.0001034333,0.00003455484,0.00007122597,0.0005024435,0.001009071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125807,"about_ca_system_score_gemma":0.0008821678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004070688,"about_ca_topic_score_gemma":0.000006578544,"domain_scores_codex":[0.9982235,0.00008503746,0.0004396121,0.0005413438,0.0003954064,0.000315116],"domain_scores_gemma":[0.9984835,0.0001077629,0.0002237028,0.0005351095,0.0001250979,0.0005247861],"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":[0.000404971,0.00008651568,0.000003274151,0.0007907014,0.0002267407,0.0005110757,0.0001068276,0.00000236815,0.0002920288,0.00001556996,0.9967454,0.0008145323],"study_design_scores_gemma":[0.001971066,0.000257943,0.00001452479,0.00005708709,0.0007837201,0.0001822008,0.00004905695,0.0001640121,0.0002251473,0.00006468086,0.99594,0.0002905376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003765119,0.0004879137,0.0008096095,0.006734441,0.0007123183,0.001186519,0.9898261,0.0001078828,0.00009756539],"genre_scores_gemma":[0.0006768454,0.0001605449,0.00009576682,0.07108571,0.001109508,0.0001079147,0.925443,0.00004694196,0.001273769],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0643831,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07116693536367802,"score_gpt":0.3632344443650877,"score_spread":0.2920675090014097,"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."}}