{"id":"W4383741037","doi":"10.20944/preprints202307.0601.v1","title":"Virological and Clinical Outcomes in Adults Treated with Ribavirin Aerosol for COVID-19 Pneumonia","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bausch Health (Canada)","funders":"","keywords":"Ribavirin; Medicine; Internal medicine; Pneumonia; Virology; Coronavirus disease 2019 (COVID-19); Virus; Gastroenterology; Disease; Hepatitis C virus; Infectious disease (medical specialty)","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":[0.0003996965,0.0001562996,0.0003691743,0.0002397637,0.0002481165,0.0003765473,0.0001269129,0.0002842449,0.0008811807],"category_scores_gemma":[0.001366377,0.0001230253,0.0003239355,0.0002656099,0.0001650576,0.0002437926,0.0002742059,0.0003425343,0.0001640928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348898,"about_ca_system_score_gemma":0.0002132992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007718553,"about_ca_topic_score_gemma":0.000859337,"domain_scores_codex":[0.999658,0.00007256107,0.0000590143,0.00008091477,0.0000642519,0.00006530163],"domain_scores_gemma":[0.999321,0.00009932741,0.000339085,0.00003168077,0.00006870616,0.0001402243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0004020356,0.00005092773,0.996267,0.00001402322,0.0000261257,0.00025694,0.00005201372,0.00003481857,0.0004441799,0.00001092606,0.00007640581,0.002364663],"study_design_scores_gemma":[0.00002367015,0.001267893,0.997106,0.00001793387,0.00002493093,0.0008909553,0.0001837971,0.000154465,0.0001475107,0.00001739339,0.0001622247,0.000003252165],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999405,0.0002199873,0.00003192642,0.00001914541,0.000003415799,0.00001009967,0.00009116066,0.000001223501,0.0002179749],"genre_scores_gemma":[0.9996703,0.00005552192,0.00002685751,0.00002795862,0.000008499779,0.000006356335,0.0001572541,6.31857e-7,0.00004669621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008811807,"threshold_uncertainty_score":0.002947867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2815987029608602,"score_gpt":0.4783614677635252,"score_spread":0.196762764802665,"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."}}