{"id":"W3201400751","doi":"10.5858/arpa.2021-0368-sa","title":"Risk Assessment of Hospitalized Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2)–Infected Patients Using Laboratory Data and Immune Cell Morphologic Assessment","year":2021,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Risk assessment; Immune system; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Coronavirus; Respiratory system; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus; Immune status","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":[0.002253524,0.0004326926,0.0004862375,0.001086634,0.0002831705,0.0008965787,0.0004190776,0.0004489883,0.0006486115],"category_scores_gemma":[0.007199998,0.0001584457,0.0005818058,0.000917577,0.0002036092,0.0007644541,0.0006323921,0.0005772692,0.0001695745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453232,"about_ca_system_score_gemma":0.0004940482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232342,"about_ca_topic_score_gemma":0.003443727,"domain_scores_codex":[0.9989852,0.0004438083,0.0001632053,0.0001696913,0.000140222,0.00009792332],"domain_scores_gemma":[0.9952844,0.001676594,0.001768605,0.0002698789,0.0004862689,0.0005143871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000179281,0.00003308099,0.9982319,0.000004261374,0.00001621803,0.00001740825,0.0000222559,0.0001728094,0.00006601018,0.000005907075,0.00004266371,0.001208133],"study_design_scores_gemma":[0.00001940634,0.0006145097,0.9882554,0.00001386562,0.0000362481,0.0002157969,0.0002933118,0.009869959,0.0004051077,0.0001162859,0.0001472621,0.00001287895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991695,0.00005365962,0.0003273417,0.000034648,0.000005369517,0.00001486446,0.0002459493,0.000005240792,0.0001435171],"genre_scores_gemma":[0.9987307,0.0000355945,0.0005663768,0.00001415847,0.000008246169,0.00001223159,0.0005965487,0.00000138364,0.00003481405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00232342,"threshold_uncertainty_score":0.01191789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05828726180588484,"score_gpt":0.4335183286673157,"score_spread":0.3752310668614308,"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."}}