{"id":"W4413571624","doi":"10.64628/aam.suxqhkc6m","title":"Will the end of the COVID-19 pandemic usher in a second Roaring ’20s?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 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":[0.00950713,0.0005985618,0.001069307,0.0008689774,0.002713591,0.01164425,0.0009429784,0.008419934,0.04467211],"category_scores_gemma":[0.03582739,0.0002830151,0.0007471819,0.0007883749,0.004764233,0.01420633,0.003173956,0.00871521,0.01253575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569352,"about_ca_system_score_gemma":0.004140119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004190307,"about_ca_topic_score_gemma":0.004198045,"domain_scores_codex":[0.9971943,0.001092136,0.00006134471,0.0002991324,0.0004647542,0.0008883268],"domain_scores_gemma":[0.9908309,0.002888247,0.001174102,0.0007801474,0.00124039,0.003086279],"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":[0.0005483801,0.0001547968,0.003497419,0.0001801063,0.0001039182,0.0005471176,0.001839183,0.0003289131,0.0006117984,0.484398,0.4641932,0.04359717],"study_design_scores_gemma":[0.00006531011,0.00008097367,0.004411438,0.0004129982,0.00002744143,0.0003246903,0.004790758,0.0004839548,0.0004255733,0.3440859,0.64481,0.00008102411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01170137,0.01306359,0.002174301,0.8649954,0.03613664,0.00001561792,0.0005212252,0.0001655137,0.07122646],"genre_scores_gemma":[0.4639651,0.03481241,0.005843779,0.2878182,0.07237048,0.0001433243,0.001037398,0.0008024946,0.1332069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04467211,"threshold_uncertainty_score":0.1494431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09579903062398931,"score_gpt":0.3820658072310804,"score_spread":0.2862667766070911,"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."}}