{"id":"W4405503831","doi":"10.5539/gjhs.v16n12p43","title":"American COVID: An Econometric Analysis of Variants","year":2024,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Herd immunity; Unobservable; Coronavirus disease 2019 (COVID-19); Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Disease; Econometrics; Medicine; Immunology; Virology; Economics; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003562761,0.0002394041,0.0004809292,0.001103094,0.0003330348,0.001034602,0.0005405343,0.0005171125,0.003435773],"category_scores_gemma":[0.01081292,0.0002166328,0.0007639531,0.002353581,0.0004721813,0.0004713907,0.0006624609,0.001028857,0.0003487492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240685,"about_ca_system_score_gemma":0.0007645098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04956223,"about_ca_topic_score_gemma":0.0255767,"domain_scores_codex":[0.9985465,0.0008467698,0.00004759545,0.0002249465,0.0001564672,0.0001776381],"domain_scores_gemma":[0.9917364,0.006286107,0.0009050552,0.0005362446,0.0003266133,0.0002095707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000392747,0.000263859,0.7426044,0.0000959031,0.0006264643,0.0005878914,0.0004731715,0.1557191,0.000750486,0.03385153,0.005823012,0.05881142],"study_design_scores_gemma":[0.00005630516,0.000228201,0.4367547,0.00003594291,0.0001847769,0.0001744425,0.000893174,0.5392635,0.0004552032,0.01438328,0.00751152,0.00005889745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971319,0.0005836545,0.02114562,0.0007719261,0.00004135651,0.00004751229,0.002330729,0.00009710215,0.003663142],"genre_scores_gemma":[0.9922075,0.0001466039,0.004005675,0.0000425025,0.00002588246,0.00002712968,0.001838931,0.00001305294,0.001692679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04956223,"threshold_uncertainty_score":0.09854746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662996240521016,"score_gpt":0.4618370421123935,"score_spread":0.3955374180602919,"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."}}