{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01075874,0.0009829253,0.0009805701,0.0009818269,0.003812635,0.008691391,0.001630785,0.02690229,0.03428608],"category_scores_gemma":[0.02450626,0.0004579297,0.001212471,0.0006981642,0.00629483,0.01008078,0.005546123,0.02484083,0.006135652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002945332,"about_ca_system_score_gemma":0.0120429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167335,"about_ca_topic_score_gemma":0.01986191,"domain_scores_codex":[0.9957397,0.0008684386,0.0001823884,0.0003970581,0.001851991,0.000960418],"domain_scores_gemma":[0.9849905,0.006559961,0.000684351,0.0006477117,0.00210921,0.00500822],"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":[0.00007441357,0.00005110367,0.0004557545,0.0001381482,0.00001865006,0.0002025064,0.0002198634,0.00006326278,0.0003143421,0.01928184,0.9647758,0.0144043],"study_design_scores_gemma":[0.00005322256,0.00005086816,0.001612562,0.0003523827,0.00001737734,0.0001062409,0.001070713,0.0001249783,0.0001953605,0.0207928,0.9755718,0.00005164621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009393166,0.008114399,0.0004215566,0.9253407,0.04851186,0.00001619003,0.0006328439,0.0001244289,0.01589874],"genre_scores_gemma":[0.02578637,0.008867159,0.001029966,0.8984261,0.04745318,0.00006785517,0.0004923534,0.0001762421,0.01770078],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03428608,"threshold_uncertainty_score":0.1146984,"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."}}