{"id":"W4390234479","doi":"10.26502/acbr.50170375","title":"Analysis of Potential Risk Factors of COVID-19 Based on Variants: Omicron, Delta, and Alpha","year":2023,"lang":"en","type":"article","venue":"Archives of Clinical and Biomedical Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Alpha (finance); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Delta; Biology; Psychology; Virology; Medicine; Physics; Internal medicine; Clinical psychology; Astronomy; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001366487,0.0005206329,0.0004789034,0.0010467,0.0006598998,0.0008107407,0.000553883,0.0005763865,0.003352526],"category_scores_gemma":[0.00449194,0.000222727,0.002022079,0.001458718,0.000385889,0.0005204072,0.0007868875,0.001118333,0.0003551162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005705074,"about_ca_system_score_gemma":0.001127383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02654295,"about_ca_topic_score_gemma":0.02590194,"domain_scores_codex":[0.9985077,0.0003204757,0.0001853049,0.0003374385,0.0002702797,0.000378699],"domain_scores_gemma":[0.997301,0.0007019458,0.0009366197,0.0001871284,0.0003381501,0.0005352147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000118875,0.00001426333,0.9978349,0.00001415889,0.0001054731,0.00007139512,0.00008332991,0.00006079182,0.000158101,0.00005442742,0.0001550221,0.001329271],"study_design_scores_gemma":[0.000005410293,0.0001276398,0.9972968,0.00002556209,0.0001178149,0.0002781132,0.0005862947,0.0007612628,0.0001483437,0.0001124343,0.0005326123,0.000007703707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959093,0.0008089301,0.0005797315,0.0001864184,0.0000381679,0.00003394873,0.001215303,0.00001000503,0.001218256],"genre_scores_gemma":[0.9980639,0.0001417388,0.0003157323,0.0000448189,0.00001464677,0.00001889955,0.000952166,0.000008376272,0.0004397069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02654295,"threshold_uncertainty_score":0.05277693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452379387094614,"score_gpt":0.5283547176585923,"score_spread":0.3831167789491309,"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."}}