{"id":"W3010698037","doi":"10.1016/s0140-6736(20)30673-5","title":"COVID-19: towards controlling of a pandemic","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1646,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Betacoronavirus; Coronavirus Infections; Medicine; Geography; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","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":[0.02467334,0.0009714743,0.001045754,0.002573009,0.00104242,0.005105146,0.00137466,0.001918159,0.01573628],"category_scores_gemma":[0.09496681,0.0003586532,0.0009721742,0.00312269,0.002603248,0.007514972,0.004818676,0.004528801,0.002129155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260309,"about_ca_system_score_gemma":0.005932005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008018508,"about_ca_topic_score_gemma":0.004925672,"domain_scores_codex":[0.9886026,0.008853991,0.0003590522,0.0003602973,0.00126211,0.0005620135],"domain_scores_gemma":[0.9577517,0.02883147,0.00361131,0.003199297,0.004049194,0.002557127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008715711,0.0001327515,0.02502607,0.001416217,0.0004988196,0.0001475618,0.0008423415,0.003747718,0.000403926,0.5818868,0.2398469,0.1451793],"study_design_scores_gemma":[0.0003403799,0.00040175,0.03314332,0.001923792,0.0002740246,0.0003092914,0.002527937,0.007992748,0.000614004,0.7294752,0.2229152,0.00008229609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03383969,0.04102821,0.07407106,0.738052,0.01584333,0.000234097,0.00818582,0.0007562852,0.08798955],"genre_scores_gemma":[0.7687731,0.05185594,0.0704857,0.05934859,0.02425751,0.0008676496,0.006200957,0.0006551417,0.01755551],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02467334,"threshold_uncertainty_score":0.1304867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4906101581760633,"score_gpt":0.4628159449175563,"score_spread":0.02779421325850695,"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."}}