{"id":"W3189384720","doi":"10.21203/rs.3.rs-779200/v1","title":"Integrated Analysis of microRNAs and Metabolomics in Rat’s Serum Reveals Multi-action Modes of Qingfei Paidu Decoction for COVID-19 Treatment","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"interferon and immune responses","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Decoction; Coronavirus disease 2019 (COVID-19); Traditional medicine; microRNA; Action (physics); Medicine; Pharmacology; Biology; Internal medicine; Disease; Biochemistry; Gene","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":[0.0001994587,0.0003910619,0.0005029308,0.0003963512,0.0001735284,0.000188051,0.0001320011,0.000215899,0.0009577427],"category_scores_gemma":[0.0001377416,0.000142431,0.0004846106,0.0002065798,0.0001948111,0.000185605,0.0001481849,0.0004739553,0.0001240571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693329,"about_ca_system_score_gemma":0.0002934593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007049331,"about_ca_topic_score_gemma":0.00136491,"domain_scores_codex":[0.9998987,0.00001263476,0.000007582573,0.00002558911,0.00003256477,0.00002291961],"domain_scores_gemma":[0.9999359,0.000008677766,0.00001857551,0.000004896737,0.00001523526,0.00001669499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001503255,0.0001645271,0.003362154,0.0002755628,0.00006621332,0.00008124961,0.00003490172,0.0001827754,0.9801679,0.00009538412,0.0002371695,0.01382894],"study_design_scores_gemma":[0.0002344959,0.006738721,0.06713799,0.00003699142,0.000355439,0.0003619434,0.0001355766,0.00350462,0.9144751,0.0002697557,0.006694038,0.00005537073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881903,0.005586033,0.004162612,0.0001508599,0.00008073153,0.00008488757,0.0007956962,0.00009006484,0.0008588935],"genre_scores_gemma":[0.9920567,0.002262806,0.003134713,0.0002366494,0.00001964078,0.0001057345,0.000560783,0.00001959879,0.001603417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009577427,"threshold_uncertainty_score":0.003203988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873242006080253,"score_gpt":0.4536758658618673,"score_spread":0.266351665253842,"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."}}