{"id":"W3097254101","doi":"10.17863/cam.52801","title":"Health system, public health, and economic implications of managing COVID-19 from a cardiovascular perspective.","year":2020,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Coronavirus disease 2019 (COVID-19); Public health; China; Quarter (Canadian coin); Business; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perspective (graphical); Pandemic; Environmental health; Order (exchange); Economic growth; Disease; Medicine; Geography; Virology; Infectious disease (medical specialty); Economics; Finance; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00762293,0.0004791243,0.0003203862,0.002638773,0.00256101,0.008174271,0.000955965,0.0060956,0.01085432],"category_scores_gemma":[0.01809937,0.0002538914,0.000399971,0.001932231,0.004234661,0.003912325,0.003559066,0.005543194,0.0006218285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007458924,"about_ca_system_score_gemma":0.0155615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0195007,"about_ca_topic_score_gemma":0.03241391,"domain_scores_codex":[0.9948526,0.002679666,0.0001877167,0.0001583886,0.0009282339,0.001193358],"domain_scores_gemma":[0.9868221,0.003905142,0.002069521,0.0002598021,0.001877338,0.005066042],"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":[0.0001704548,0.000553991,0.04751275,0.0008634205,0.0002504535,0.001698932,0.002423186,0.006287814,0.0008649624,0.4113708,0.3500929,0.1779103],"study_design_scores_gemma":[0.00007257829,0.0003951001,0.09431042,0.004197562,0.0001671146,0.002002231,0.01487719,0.004355908,0.0007771069,0.2886201,0.5900496,0.0001750326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008505581,0.02353597,0.0007645254,0.9222839,0.001793286,0.00002807966,0.0001826475,0.00001381026,0.04289209],"genre_scores_gemma":[0.7363168,0.1053868,0.003080977,0.125959,0.01401515,0.0001325936,0.0003920087,0.00003686581,0.01467975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0195007,"threshold_uncertainty_score":0.05411851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05166601022322904,"score_gpt":0.2629054044936732,"score_spread":0.2112393942704441,"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."}}