{"id":"W3014947230","doi":"10.2139/ssrn.3555695","title":"Viral Invasion and Type I Interferon Response Characterize the Immunophenotypes during COVID-19 Infection","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Interferon; Virology; Interferon type I; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Viral infection; 2019-20 coronavirus outbreak; Biology; Viral Interference; Immunology; Medicine; Viral replication; Virus; Disease; Infectious disease (medical specialty); Outbreak","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":[0.0001870806,0.0002660831,0.0002798185,0.0004116899,0.0002556223,0.0004137805,0.0001141192,0.0003551109,0.002415017],"category_scores_gemma":[0.0003323795,0.0001869185,0.0002321787,0.0001911287,0.0002274518,0.000382671,0.0002708941,0.0005655427,0.0006988855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825411,"about_ca_system_score_gemma":0.0001021186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000168645,"about_ca_topic_score_gemma":0.0002719813,"domain_scores_codex":[0.9997454,0.00004976017,0.00001840079,0.00003992828,0.0000346162,0.0001120188],"domain_scores_gemma":[0.9998477,0.00003052708,0.00004070944,0.000011751,0.00002705123,0.00004218688],"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":[0.002782691,0.0001497532,0.04106459,0.0000571438,0.00002388967,0.0003937629,0.0001954554,0.0001293035,0.950016,0.000228329,0.0001871707,0.004771973],"study_design_scores_gemma":[0.00008567845,0.001957484,0.8601823,0.00003488387,0.00007332814,0.002254701,0.001781229,0.001846208,0.1279547,0.0005884992,0.003204429,0.0000365378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977607,0.0003512599,0.000228569,0.00002459594,0.00001366337,0.00002323874,0.0002007597,0.000007946585,0.001389292],"genre_scores_gemma":[0.9975365,0.0003050983,0.0002287088,0.00006424169,0.00002675937,0.00003882349,0.0004699648,0.000007468883,0.001322517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002415017,"threshold_uncertainty_score":0.008079112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251084938313423,"score_gpt":0.315829378209612,"score_spread":0.2833185288264778,"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."}}