Data-Driven Identification of Unusual Prescribing Behavior: Analysis and Use of an Interactive Data Tool Using 6 Months of Primary Care Data From 6500 Practices in England von Hopcroft, Lisa Em, Massey, Jon, Curtis, Helen J, Mackenna, Brian, Croker, Richard, Brown, Andrew D, O'Dwyer, Thomas, Macdonald, Orla, Evans, David, Inglesby, Peter, Bacon, Sebastian Cj, Goldacre, Ben, Walker, Alex J

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Incidence and treatment of group A streptococcal infections during covid-19 pandemic and 2022 outbreak: retrospective cohort study in England using OpenSAFELY-TPP von Cunningham, Christine, Fisher, Louis, Wood, Christopher, Speed, Victoria, Brown, Andrew D, Curtis, Helen, Higgins, Rose, Croker, Richard, Butler-Cole, Ben FC, Evans, David, Inglesby, Peter, Dillingham, Iain, Bacon, Sebastian CJ, Beech, Elizabeth, Hand, Kieran, Davy, Simon, Ward, Tom, Hickman, George, Bridges, Lucy, O'Dwyer, Thomas, Maude, Steven, Smith, Rebecca M, Mehrkar, Amir, Hart, Liam C, Bates, Chris, Cockburn, Jonathan, Parry, John, Hester, Frank, Harper, Sam, Goldacre, Ben, MacKenna, Brian

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OpenSAFELY NHS Service Restoration Observatory 2: changes in primary care clinical activity in England during the COVID-19 pandemic von Curtis, Helen J, MacKenna, Brian, Wiedemann, Milan, Fisher, Louis, Croker, Richard, Morton, Caroline E, Inglesby, Peter, Walker, Alex J, Morley, Jessica, Mehrkar, Amir, Bacon, Sebastian Cj, Hickman, George, Evans, David, Ward, Tom, Davy, Simon, Hulme, William J, Macdonald, Orla, Conibere, Robin, Lewis, Tom, Myers, Martin, Wanninayake, Shamila, Collison, Kiren, Drury, Charles, Samuel, Miriam, Sood, Harpreet, Cipriani, Andrea, Fazel, Seena, Sharma, Manuj, Baqir, Wasim, Bates, Chris, Parry, John, Goldacre, Ben

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Sudden unexpected death and covert homicide in infancy von Levene, S, Bacon, C J

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The impact of lidocaine plaster prescribing reduction strategies: A comparison of two national health services in Europe von Mattsson, Molly, Boland, Fiona, Kirke, Ciara, Flood, Michelle, Wallace, Emma, Walsh, Mary E, Corrigan, Derek, Fahey, Tom, Croker, Richard, Bacon, Sebastian CJ, Inglesby, Peter, Evans, David, Goldacre, Ben, MacKenna, Brian, Moriarty, Frank

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The impact of COVID-19 on antibiotic prescribing in primary care in England: Evaluation and risk prediction of appropriateness of type and repeat prescribing von Zhong, Xiaomin, Pate, Alexander, Yang, Ya-Ting, Fahmi, Ali, Ashcroft, Darren M, Goldacre, Ben, MacKenna, Brian, Mehrkar, Amir, Bacon, Sebastian CJ, Massey, Jon, Fisher, Louis, Inglesby, Peter, OpenSAFELY collaborative, Hand, Kieran, van Staa, Tjeerd, Palin, Victoria

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Healthcare utilisation in people with long COVID: an OpenSAFELY cohort study von Lin, Liang-Yu, Henderson, Alasdair D, Carlile, Oliver, Dillingham, Iain, Butler-Cole, Ben FC, Marks, Michael, Briggs, Andrew, Jit, Mark, Tomlinson, Laurie A, Bates, Chris, Parry, John, Bacon, Sebastian CJ, Goldacre, Ben, Mehrkar, Amir, MacKenna, Brian, OpenSAFELY Collaborative, Eggo, Rosalind M, Herrett, Emily

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OpenSAFELY: The impact of COVID-19 on azathioprine, leflunomide and methotrexate monitoring, and factors associated with change in monitoring rate von Brown, Andrew D, Fisher, Louis, Curtis, Helen J, Wiedemann, Milan, Hulme, William J, Speed, Victoria, Hopcroft, Lisa EM, Cunningham, Christine, Costello, Ruth E, Galloway, James B, Russell, Mark D, Bechman, Katie, Kurt, Zeyneb, Croker, Richard, Wood, Chris, Walker, Alex J, Schaffer, Andrea L, Bacon, Seb CJ, Mehrkar, Amir, Hickman, George, Bates, Chris, Cockburn, Jonathan, Parry, John, Hester, Frank, Harper, Sam, Goldacre, Ben, OpenSAFELY Collaborative, MacKenna, Brian

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OpenSAFELY NHS Service Restoration Observatory 2: changes in primary care clinical activity in England during the COVID-19 pandemic von Curtis, Helen J, MacKenna, Brian, Wiedemann, Milan, Fisher, Louis, Croker, Richard, Morton, Caroline E, Inglesby, Peter, Walker, Alex J, Morley, Jessica, Mehrkar, Amir, Bacon, Sebastian Cj, Hickman, George, Evans, David, Ward, Tom, Davy, Simon, Hulme, William J, Macdonald, Orla, Conibere, Robin, Lewis, Tom, Myers, Martin, Wanninayake, Shamila, Collison, Kiren, Drury, Charles, Samuel, Miriam, Sood, Harpreet, Cipriani, Andrea, Fazel, Seena, Sharma, Manuj, Baqir, Wasim, Bates, Chris, Parry, John, Goldacre, Ben, OpenSAFELY Collaborative

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The Use of Decision Criteria in Selecting Information Systems/Technology Investments von Bacon, C. James

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Repeated antibiotic exposure and risk of hospitalisation and death following COVID-19 infection (OpenSAFELY): a matched case–control study von Yang, Ya-Ting, Wong, David, Ashcroft, Darren M., Massey, Jon, MacKenna, Brian, Fisher, Louis, Mehrkar, Amir, Bacon, Sebastian CJ, Hand, Kieran, Zhong, Xiaomin, Fahmi, Ali, Goldacre, Ben, van Staa, Tjeerd, Palin, Victoria

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Clinical and health inequality risk factors for non-COVID-related sepsis during the global COVID-19 pandemic: a national case-control and cohort study von Zhong, Xiaomin, Ashiru-Oredope, Diane, Pate, Alexander, Martin, Glen P., Sharma, Anita, Dark, Paul, Felton, Tim, Lake, Claire, MacKenna, Brian, Mehrkar, Amir, Bacon, Sebastian C.J., Massey, Jon, Inglesby, Peter, Goldacre, Ben, Walker, Alex J., MacKenna, Brian, Inglesby, Peter, Goldacre, Ben, Curtis, Helen J., Morley, Jessica, Mehrkar, Amir, Bacon, Sebastian C.J., Hickman, George, Croker, Richard, Evans, David, Ward, Tom, DeVito, Nicholas J., Fisher, Louis, Green, Amelia C.A., Massey, Jon, Smith, Rebecca M., Hulme, William J., Davy, Simon, Andrews, Colm D., Hopcroft, Lisa E.M., Dillingham, Iain, Higgins, Rose, Cunningham, Christine, Wiedemann, Milan, Nab, Linda, Maude, Steven, Macdonald, Orla, Butler-Cole, Ben F.C., O'Dwyer, Thomas, Stables, Catherine L., Wood, Christopher, Brown, Andrew D., Speed, Victoria, Bridges, Lucy, Schaffer, Andrea L., Walters, Caroline E., Bates, Christopher, Cockburn, Jonathan, Parry, John, Hester, Frank, Harper, Sam, Hand, Kieran, Bladon, Sian, Cunningham, Neil, Gilham, Ellie, Brown, Colin S., Mirfenderesky, Mariyam, Palin, Victoria, van Staa, Tjeerd Pieter

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Impact of COVID-19 on broad-spectrum antibiotic prescribing for common infections in primary care in England: a time-series analyses using OpenSAFELY and effects of predictors incl... von Zhong, Xiaomin, Pate, Alexander, Yang, Ya-Ting, Fahmi, Ali, Ashcroft, Darren M., Goldacre, Ben, MacKenna, Brian, Mehrkar, Amir, Bacon, Sebastian CJ, Massey, Jon, Fisher, Louis, Inglesby, Peter, Hand, Kieran, van Staa, Tjeerd, Palin, Victoria

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Changes in sick notes associated with COVID-19 from 2020 to 2022: a cohort study in 24 million primary care patients in OpenSAFELY-TPP von Bhaskaran, Krishnan, Denaxas, Spiros, Bacon, Sebastian C J, Mehrkar, Amir, Bates, Christopher, Greaves, Felix, Macleod, John, Davy, Simon, Ben Goldacre, Liam Hart, Hickman, George, Inglesby, Peter, Maude, Steven, Morley, Jessica, Ward, Tom, Massey, Jon, Wiedemann, Milan, Bates, Christopher, Cockburn, Jonathan, Harper, Sam, Chaturvedi, Nishi, Park, Chloe, Williams, Dylan, Boyd, Andy, Evans, Katharine M, McLachlan, Stela, Timpson, Nicholas, Kwong, Alex, Jones, Louise, Herbert, Annie, Palmer, Tom, Sterne, Jonathan, Fox, Laura, Denholm, Rachel, Kate, Northstone, Arun, Kanagaratnam, Horne, Elsie, Forbes, Harriet, North, Teri, Taylor, Kurt, Arab, Marwa AL, Karthikeyan, Arun S, Wielgoszewska, Bozena, Bridger-Staatz, Charis, Thompson, Ellen, Garcia, Paz, Cheetham, Nathan, Roberts, Amy, Fisher, Louis, MacKenna, Brian, Andrews, Colm, Curtis, Helen, Hopcroft, Lisa, Maddock, Jane, Patel, Kishan, Jacques, Wels, Tilling, Kate, Silverwood, Anoop Shah Richard, Campbell, Archie, Tomlinson, Laurie, Tazare, John, Zheng, Bang, Smeeth, Liam, Herrett, Emily, Cowling, Thomas, Costello, Ruth E, Wang, Kevin, Mahalingasivam, Viyaasan, Douglas, Ian, Parker, Michael, Kennedy, Jonathan, McEachan, Rosie, Badrick, Ellena, Hou, Bo, Steptoe, Andrew, Gessa, Giorgio Di, Zaninotto, Paola, Wood, Angela, Cezard, Genevieve, Ip, Samantha, Bolton, Tom, Sampri, Alexia, Rafeti, Elena, Katikireddi, Vittal, Shaw, Richard, Greaves, Felix, Wong, Andrew, Nigrelli, Lidia, McArdle, Fintan, Beckford, Chelsea, Folarin, Amos, Stewart, Callum, Carpentieri, Jd, Sheard, Laura, Fang, Chao, Gibson, Andy, Kellas, John, Jezzard, Peter, Green, Mark, Lemanska, Agnieszka, Piehlmaier, Dominik

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Recording of 'COVID-19 vaccine declined': a cohort study on 57.9 million National Health Service patients' records in situ using OpenSAFELY, England, 8 December 2020 to 25 May 2021 von Curtis, Helen J, Inglesby, Peter, MacKenna, Brian, Croker, Richard, Hulme, William J, Rentsch, Christopher T, Bhaskaran, Krishnan, Mathur, Rohini, Morton, Caroline E, Bacon, Sebastian Cj, Smith, Rebecca M, Evans, David, Mehrkar, Amir, Tomlinson, Laurie, Walker, Alex J, Bates, Christopher, Hickman, George, Ward, Tom, Morley, Jessica, Cockburn, Jonathan, Davy, Simon, Williamson, Elizabeth J, Eggo, Rosalind M, Parry, John, Hester, Frank, Harper, Sam, O'Hanlon, Shaun, Eavis, Alex, Jarvis, Richard, Avramov, Dima, Griffiths, Paul, Fowles, Aaron, Parkes, Nasreen, Evans, Stephen Jw, Douglas, Ian J, Smeeth, Liam, Goldacre, Ben

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Recording of 'COVID-19 vaccine declined': a cohort study on 57.9 million National Health Service patients' records in situ using OpenSAFELY, England, 8 December 2020 to 25 May 2021 von Curtis, Helen J, Inglesby, Peter, MacKenna, Brian, Croker, Richard, Hulme, William J, Rentsch, Christopher T, Bhaskaran, Krishnan, Mathur, Rohini, Morton, Caroline E, Bacon, Sebastian Cj, Smith, Rebecca M, Evans, David, Mehrkar, Amir, Tomlinson, Laurie, Walker, Alex J, Bates, Christopher, Hickman, George, Ward, Tom, Morley, Jessica, Cockburn, Jonathan, Davy, Simon, Williamson, Elizabeth J, Eggo, Rosalind M, Parry, John, Hester, Frank, Harper, Sam, O'Hanlon, Shaun, Eavis, Alex, Jarvis, Richard, Avramov, Dima, Griffiths, Paul, Fowles, Aaron, Parkes, Nasreen, Evans, Stephen Jw, Douglas, Ian J, Smeeth, Liam, Goldacre, Ben

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Impact of COVID-19 on broad-spectrum antibiotic prescribing for common infections in primary care in England: a time-series analyses using OpenSAFELY and effects of predictors incl... von Zhong, Xiaomin, Pate, Alexander, Yang, Ya-Ting, Fahmi, Ali, Ashcroft, Darren M, Goldacre, Ben, MacKenna, Brian, Mehrkar, Amir, Bacon, Sebastian Cj, Massey, Jon, Fisher, Louis, Inglesby, Peter, OpenSAFELY collaborative, Hand, Kieran, van Staa, Tjeerd, Palin, Victoria

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Changes in opioid prescribing during the COVID-19 pandemic in England: cohort study of 20 million patients in OpenSAFELY-TPP von Schaffer, Andrea L, Andrews, Colm D, Brown, Andrew D, Croker, Richard, Hulme, William J, Nab, Linda, Quinlan, Jane, Speed, Victoria, Wood, Christopher, Wiedemann, Milan, Massey, Jon, Inglesby, Peter, Bacon, Seb CJ, Mehrkar, Amir, Bates, Chris, Goldacre, Ben, Walker, Alex J, MacKenna, Brian

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Data-Driven Identification of Unusual Prescribing Behavior: Analysis and Use of an Interactive Data Tool Using 6 Months of Primary Care Data From 6500 Practices in England von Hopcroft, Lisa Em, Massey, Jon, Curtis, Helen J, Mackenna, Brian, Croker, Richard, Brown, Andrew D, O'Dwyer, Thomas, Macdonald, Orla, Evans, David, Inglesby, Peter, Bacon, Sebastian Cj, Goldacre, Ben, Walker, Alex J

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Clinical coding of long COVID in primary care 2020-2023 in a cohort of 19 million adults: an OpenSAFELY analysis von Henderson, Alasdair D, Butler-Cole, Ben Fc, Tazare, John, Tomlinson, Laurie A, Marks, Michael, Jit, Mark, Briggs, Andrew, Lin, Liang-Yu, Carlile, Oliver, Bates, Chris, Parry, John, Bacon, Sebastian Cj, Dillingham, Iain, Dennison, William A, Costello, Ruth E, Wei, Yinghui, Walker, Alex J, Hulme, William, Goldacre, Ben, Mehrkar, Amir, MacKenna, Brian, OpenSAFELY Collaborative, Herrett, Emily, Eggo, Rosalind M

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