{"id":"W4405751578","doi":"10.29173/hsi441","title":"The COVID-19 Pandemic: Nature’s Unexpected Reset Button","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Reset (finance); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Business; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003867368,0.0001383655,0.0002776761,0.0001334979,0.001587459,0.0001472112,0.0003671411,0.0001226252,0.0002277589],"category_scores_gemma":[0.00461822,0.00009038311,0.00007304985,0.001976227,0.001223661,0.0001711769,0.0001505068,0.0006630791,0.00005044661],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008292656,"about_ca_system_score_gemma":0.0302911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000376814,"about_ca_topic_score_gemma":0.0001863196,"domain_scores_codex":[0.9966367,0.0001470409,0.0004788969,0.0005942826,0.001090318,0.001052745],"domain_scores_gemma":[0.9957274,0.0003721541,0.0001595332,0.0008799296,0.0004045051,0.002456546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005810863,0.0008195318,0.2104893,0.0016024,0.0000489429,0.0005187225,0.009645762,0.00003451428,0.0006546815,0.1098288,0.4706055,0.1951707],"study_design_scores_gemma":[0.0009805805,0.0002660051,0.07590246,0.00008520634,0.0000102776,0.0006354133,0.005681294,0.0004258387,0.00003601261,0.002005429,0.9138147,0.0001567502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5203627,0.01378361,0.0008939094,0.4481741,0.005609597,0.001252493,0.00004009916,0.0004435639,0.009439919],"genre_scores_gemma":[0.8751427,0.001556185,0.0004617843,0.1209949,0.0007000138,0.00003186386,0.00004406196,0.00001489928,0.00105366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4432092,"threshold_uncertainty_score":0.9997123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1776761136520951,"score_gpt":0.4894112839664513,"score_spread":0.3117351703143563,"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."}}