{"id":"W4413555649","doi":"10.64628/aam.uxc4m9rm4","title":"Gut reaction: How the gut microbiome may influence the severity of COVID-19","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Gut microbiome; Coronavirus disease 2019 (COVID-19); Microbiome; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus Infections; Computational biology; Biology; Medicine; Virology; Bioinformatics; Internal medicine; Disease","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":[0.0009656132,0.0006262169,0.0008019125,0.0005523933,0.0003592522,0.002023214,0.0002519277,0.001147971,0.006801318],"category_scores_gemma":[0.001732045,0.000204975,0.0005900082,0.0003199836,0.000659132,0.0007443311,0.0009016885,0.001446849,0.001135658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005223117,"about_ca_system_score_gemma":0.0005578325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009316102,"about_ca_topic_score_gemma":0.000667427,"domain_scores_codex":[0.9993837,0.0001879831,0.00002985411,0.0001322478,0.0001118171,0.0001543151],"domain_scores_gemma":[0.9995369,0.00007412068,0.0001163255,0.0000627407,0.00006555459,0.0001444567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00684866,0.0008691718,0.1244118,0.001099418,0.0009174148,0.004777189,0.0007942808,0.003463299,0.7072048,0.03526511,0.01364654,0.1007024],"study_design_scores_gemma":[0.0004509047,0.003490879,0.6654831,0.0006879858,0.0009547211,0.009793294,0.001514748,0.02100941,0.171303,0.08149226,0.04345829,0.0003614807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136727,0.01770484,0.02900821,0.01084729,0.0028191,0.0001586559,0.003028705,0.0004620138,0.02229847],"genre_scores_gemma":[0.9835423,0.002701132,0.003796943,0.00086254,0.0004323432,0.00005331192,0.0008257243,0.000110856,0.007674758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006801318,"threshold_uncertainty_score":0.02275264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127019269961207,"score_gpt":0.3066794278433377,"score_spread":0.2754092351437256,"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."}}