{"id":"W3015369570","doi":"10.1101/2020.04.06.20042580","title":"Interferon-α2b treatment for COVID-19","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto; Prevention of Organ Failure; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Interferon; Retrospective cohort study; Cytokine; Oxygen saturation; Internal medicine; Immunology; 2019-20 coronavirus outbreak; Respiratory system; Pandemic; Ribavirin; Gastroenterology; Virus; Virology; Infectious disease (medical specialty); Disease; Oxygen; Chemistry","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000681296,0.0004650425,0.001266709,0.0001581055,0.0001204427,0.00003967274,0.0003944406,0.0003032664,0.0003341744],"category_scores_gemma":[0.06599699,0.0003457878,0.0007695381,0.0001397374,0.0002493131,0.00001790644,0.001275267,0.0007261522,0.0001882084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365455,"about_ca_system_score_gemma":0.00231266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002666083,"about_ca_topic_score_gemma":0.00005595793,"domain_scores_codex":[0.9969625,0.0001271749,0.0006639863,0.001169481,0.00053587,0.0005410225],"domain_scores_gemma":[0.9903773,0.006980563,0.0001870856,0.00103874,0.0002091852,0.00120712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03642961,0.007484093,0.4513689,0.08907285,0.01841283,0.004333855,0.01483554,0.001544356,0.008039117,0.003373391,0.2198541,0.1452513],"study_design_scores_gemma":[0.005860534,0.005001668,0.008594503,0.0004372509,0.0007627084,0.000002372236,0.00008982731,0.002699382,0.0008718911,0.005961688,0.9692301,0.0004881088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1647244,0.002441615,0.07213924,0.738645,0.002565757,0.01441547,0.001177819,0.001222376,0.002668391],"genre_scores_gemma":[0.9707978,0.002501332,0.001996875,0.01518169,0.001497132,0.002302078,0.0002619704,0.0001013768,0.005359751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8060734,"threshold_uncertainty_score":0.9998994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2628577966884553,"score_gpt":0.5147367023092685,"score_spread":0.2518789056208132,"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."}}