{"id":"W3109631032","doi":"10.3390/v12121390","title":"Early Humoral Response Correlates with Disease Severity and Outcomes in COVID-19 Patients","year":2020,"lang":"en","type":"article","venue":"Viruses","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"Ministry of Education – Kingdom of Saudi Arabi","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Antibody; Disease; Immunology; Severity of illness; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Neutralizing antibody; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001527104,0.0001443801,0.0002577177,0.000115067,0.0000617384,0.00004389569,0.00008703321,0.0000485421,0.00001874354],"category_scores_gemma":[0.001810625,0.0001055236,0.00003421212,0.0002675048,0.0001524983,0.0001671296,0.00008669383,0.0002053393,0.0000559611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007390435,"about_ca_system_score_gemma":0.0003848278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003861099,"about_ca_topic_score_gemma":0.00003983243,"domain_scores_codex":[0.9988226,0.0001250752,0.0001649186,0.0003015808,0.0003450955,0.0002406754],"domain_scores_gemma":[0.9991499,0.0003190443,0.00003560182,0.0001838996,0.0000440866,0.0002675054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01761854,0.0001867361,0.9793002,0.00009101261,0.00002582698,0.0003883541,0.0009370167,4.757236e-7,0.0008881245,0.0000104414,0.0002603547,0.0002928909],"study_design_scores_gemma":[0.003884235,0.0006224778,0.9812883,0.00004382852,0.00002837365,0.000001873774,0.000110341,0.00006312856,0.0008278277,0.00004462876,0.01295032,0.0001346292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973009,0.0001973422,0.000009542631,0.001898371,0.000024018,0.0003999472,0.00004416714,0.00007557775,0.00005012995],"genre_scores_gemma":[0.8404892,0.000002936358,0.00002859779,0.1594097,0.00001826235,0.00002326089,0.000001913969,0.0000170084,0.000009116588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575113,"threshold_uncertainty_score":0.4303128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05743215310602966,"score_gpt":0.3545044122079332,"score_spread":0.2970722591019035,"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."}}