Andrew M Romine, Kin S Yang, Malkanthi K Karunananda, Jason S Chen, Keary M Engle
Synthetic and Mechanistic Studies of a Versatile Heteroaryl Thioether Directing Group for Pd(II) Catalysis
ACS catalysis
public health social measures phsm movement restriction movement needed adjusted accordingly covid19 pandemic ensure low disease transmission alongside adequate health system capacities based covid19 situational matrix proposed world health organization paper aims develop mechanism determine covid19 situational matrix adjust movement restriction intensity control covid19 malaysia several epidemiological indicators selected based phsm interim guidance report validated individually several combinations estimate community transmission level ct health system response capacity rc variables correlation analysis ct rc covid19 cases performed determine appropriate ct rc variables subsequently ct rc variables combined form composite covid19 situational matrix sl sl matrix validated using correlation analysis covid19 case trends subsequently automated webbased system generated daily ct rc sl developed ct rc variables estimated using case incidence hospitalization rate hospital bed capacity covid19 icu occupancy respectively estimated ct rc strongly correlated 0806 95 ci 0752 0848 0814 95 ci 0778 0839 p 0001 covid19 cases estimated sl strongly correlated covid19 cases 0845 p 0001 responded well various covid19 case trends pandemic sl changes occurred earlier increase cases slower decrease indicating conservative response automated webbased system developed produced daily realtime ct rc sl covid19 pandemic indicators selected combinations formed able generate validated daily ct rc levels malaysia subsequently ct rc levels able provide accurate sensitive information estimation sl provided valuable evidence progression pandemic movement restriction adjustment control malaysia