{"id":"W3216027395","doi":"10.52711/2231-5691.2021.00042","title":"A Review on Covid 19 Pandemic and its Global Effects","year":2021,"lang":"en","type":"review","venue":"Asian Journal of Pharmaceutical Research","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Malaria; Outbreak; Population; Disease; World population; Globe; China; Quarter (Canadian coin); Economic growth; Virology; Environmental health; Medicine; Geography; Infectious disease (medical specialty); Immunology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.02906139,0.0004578752,0.003021583,0.0005943589,0.001198988,0.00008208394,0.001209207,0.0004178604,0.001983209],"category_scores_gemma":[0.05571248,0.0002980354,0.0006739742,0.002301537,0.0005762336,0.0001611886,0.001497929,0.008694472,0.00144552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721088,"about_ca_system_score_gemma":0.01220109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003871308,"about_ca_topic_score_gemma":0.000003404715,"domain_scores_codex":[0.9735501,0.01906215,0.001694183,0.0007003034,0.003243096,0.001750118],"domain_scores_gemma":[0.9829861,0.01087972,0.0006327044,0.0004872685,0.001892831,0.003121397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004000636,0.00009072638,0.00003309444,0.1913327,0.0003740679,0.00130577,0.0001291274,1.616269e-8,4.681225e-7,0.0008286026,0.1786775,0.6271879],"study_design_scores_gemma":[0.0006669398,0.0002213089,0.000003992787,0.1934042,0.0004289599,0.0002724621,0.000248727,0.000001196259,1.503158e-7,0.0001224753,0.8044624,0.0001672028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000234947,0.9793598,0.000006623588,0.004063636,0.001123265,0.002932944,0.0001143685,0.00001852204,0.01237847],"genre_scores_gemma":[0.00001139105,0.9948512,0.00003281434,0.001421492,0.000645119,0.0001483343,0.00001103782,0.00003808338,0.002840571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6270207,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7636383992893127,"score_gpt":0.739684647581403,"score_spread":0.0239537517079097,"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."}}