{"id":"W4402604069","doi":"10.22541/au.172666362.24414650/v1","title":"u American Covid: An Econometric Analysis of Variants","year":2024,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Econometrics; Econometric analysis; Economics; Virology; Biology; Medicine; Outbreak; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276165,0.0001806259,0.0003853148,0.001705159,0.00029512,0.0009538261,0.0003968356,0.0003033564,0.002859389],"category_scores_gemma":[0.009502807,0.0001553237,0.000431583,0.00303992,0.0003333318,0.0004900729,0.0006554711,0.0006596341,0.0003356346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008301989,"about_ca_system_score_gemma":0.0004538218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04263082,"about_ca_topic_score_gemma":0.02224852,"domain_scores_codex":[0.9990205,0.0004834023,0.00004197979,0.0001825971,0.0001545791,0.0001170189],"domain_scores_gemma":[0.9957702,0.002564064,0.0007114563,0.0004772415,0.0003505998,0.0001264706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003458883,0.0001645862,0.7133129,0.0001023279,0.0003806977,0.0005143312,0.0006466678,0.08444613,0.0008341941,0.07398031,0.01092257,0.1143494],"study_design_scores_gemma":[0.00003209523,0.0001628664,0.5878275,0.00005412273,0.00008797975,0.0002481458,0.001072469,0.3592471,0.0008287648,0.02353329,0.02684467,0.00006094829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950715,0.001023122,0.03335333,0.0007050988,0.0000448119,0.00005604763,0.006256771,0.0001476512,0.007698253],"genre_scores_gemma":[0.9839016,0.0001998922,0.008710231,0.00004116433,0.00002024341,0.00003444457,0.004820391,0.00002518933,0.002246792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04263082,"threshold_uncertainty_score":0.08476537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3833537912005618,"score_gpt":0.4959906726285485,"score_spread":0.1126368814279866,"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."}}