Id |
Subject |
Object |
Predicate |
Lexical cue |
TextSentencer_T1 |
0-144 |
Sentence |
denotes |
The effectiveness of quarantine and isolation determine the trend of the COVID-19 epidemics in the final phase of the current outbreak in China. |
TextSentencer_T2 |
145-156 |
Sentence |
denotes |
OBJECTIVES: |
TextSentencer_T3 |
157-313 |
Sentence |
denotes |
Since January 23rd 2020, stringent measures for controlling the novel coronavirus epidemics have been gradually enforced and strengthened in mainland China. |
TextSentencer_T4 |
314-369 |
Sentence |
denotes |
The detection and diagnosis have been improved as well. |
TextSentencer_T5 |
370-474 |
Sentence |
denotes |
However, the daily reported cases staying in a high level make the epidemics trend prediction difficult. |
TextSentencer_T6 |
475-483 |
Sentence |
denotes |
METHODS: |
TextSentencer_T7 |
484-779 |
Sentence |
denotes |
Since the traditional SEIR model does not evaluate the effectiveness of control strategies, a novel model in line with the current epidemics process and control measures was proposed, utilizing multisource datasets including cumulative number of reported, death, quarantined and suspected cases. |
TextSentencer_T8 |
780-788 |
Sentence |
denotes |
RESULTS: |
TextSentencer_T9 |
789-884 |
Sentence |
denotes |
Results show that the trend of the epidemics mainly depends on quarantined and suspected cases. |
TextSentencer_T10 |
885-1074 |
Sentence |
denotes |
The predicted cumulative numbers of quarantined and suspected cases nearly reached static states and their inflection points have already been achieved, with the epidemics peak coming soon. |
TextSentencer_T11 |
1075-1244 |
Sentence |
denotes |
The estimated effective reproduction numbers using model-free and model-based methods are decreasing, as well as new infections, while new reported cases are increasing. |
TextSentencer_T12 |
1245-1356 |
Sentence |
denotes |
Most infected cases have been quarantined or put in suspected class, which has been ignored in existing models. |
TextSentencer_T13 |
1357-1369 |
Sentence |
denotes |
CONCLUSIONS: |
TextSentencer_T14 |
1370-1571 |
Sentence |
denotes |
The uncertainty analyses reveal that the epidemics is still uncertain and it is important to continue enhancing the quarantine and isolation strategy and improving the detection rate in mainland China. |