{"id":"W3047982770","doi":"10.1159/000510217","title":"The Covid-19 Global Pandemic: A Natural Experiment in the Making","year":2020,"lang":"en","type":"editorial","venue":"Lifestyle Genomics","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Natural (archaeology); Geography; 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":[0.08209655,0.00110708,0.001570622,0.0009000122,0.004234815,0.00650296,0.003390163,0.005837605,0.01041723],"category_scores_gemma":[0.08574597,0.0008054551,0.001422853,0.0008861384,0.01049357,0.005146848,0.005626766,0.007381325,0.001335605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752639,"about_ca_system_score_gemma":0.00581084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002507108,"about_ca_topic_score_gemma":0.003549029,"domain_scores_codex":[0.933395,0.05902893,0.0008336642,0.002495499,0.003297926,0.0009490756],"domain_scores_gemma":[0.9162697,0.06696116,0.004454665,0.005761264,0.003439663,0.003113512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03780879,0.01320104,0.01722036,0.00937912,0.002897902,0.002251176,0.02003988,0.007300853,0.007828523,0.4327783,0.1791547,0.2701393],"study_design_scores_gemma":[0.009807318,0.02482194,0.01081547,0.006091417,0.001698274,0.0005329376,0.007916109,0.007312813,0.004236834,0.486146,0.4398692,0.0007517489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.2550442,0.04071714,0.1355173,0.3237608,0.04894337,0.04305955,0.007080575,0.001521443,0.1443556],"genre_scores_gemma":[0.506345,0.01641263,0.2401776,0.152406,0.007931747,0.05120443,0.002467098,0.0006365228,0.02241909],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08209655,"threshold_uncertainty_score":0.4341733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833502919800865,"score_gpt":0.4532190401317364,"score_spread":0.2698687481516499,"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."}}