{"id":"W3045431056","doi":"10.3892/wasj.2020.59","title":"COVID‑19 pandemic: Understanding the emergence, pathogenesis and containment (Review)","year":2020,"lang":"en","type":"article","venue":"World Academy of Sciences Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; The Wellcome Trust DBT India Alliance","keywords":"Pandemic; Outbreak; Medicine; Population; Transmission (telecommunications); Public health; Coronavirus; Epidemiology; Disease; Zoonosis; Pneumonia; Coronavirus disease 2019 (COVID-19); Virology; Immunology; Environmental health; Infectious disease (medical specialty); Pathology; Internal medicine","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":[0.002720793,0.0001181057,0.0002898252,0.0001456011,0.0005131254,0.00003442986,0.0003829376,0.00003923368,0.0001246271],"category_scores_gemma":[0.0005199134,0.0000666401,0.0001036915,0.0009846181,0.001004845,0.0001334769,0.0001112202,0.0005398,0.000005916262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222488,"about_ca_system_score_gemma":0.000373579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000466966,"about_ca_topic_score_gemma":0.000003562629,"domain_scores_codex":[0.9979326,0.0001298077,0.0004076376,0.0002450534,0.0009615606,0.0003233977],"domain_scores_gemma":[0.9992219,0.0002217293,0.0002034053,0.00004576257,0.00002917492,0.0002779845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002622014,0.00007101644,0.8434725,0.001070592,0.0001491594,0.00005770356,0.001988334,0.00001128361,0.0917844,0.009732147,0.03124959,0.02015102],"study_design_scores_gemma":[0.002966672,0.0009969806,0.0216227,0.001778175,0.0003886561,0.001922294,0.009447939,0.002078277,0.005797917,0.01023045,0.9422489,0.0005210736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3505817,0.2481576,0.006477498,0.3836677,0.0002626657,0.001637651,0.00001565421,0.00008415431,0.009115345],"genre_scores_gemma":[0.7350157,0.007854271,0.0001539043,0.2567374,0.0002032147,0.000005287653,5.882139e-8,0.000005743717,0.00002437714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9109992,"threshold_uncertainty_score":0.3946598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2335196277042434,"score_gpt":0.4203976001894535,"score_spread":0.1868779724852101,"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."}}