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Case Conference: Diagnosing Fast & Slow in Neurology : this case conference illustrates how to switch from "thinking fast" to "thinking slow" when the data do not fit the diagnosis

Kister, Ilya; Biller, Jose
ORIGINAL:0015913
ISSN: 1474-7766
CID: 5308172

A comparison of embedded validity indicators from the Stroop Color and Word Test among adults referred for clinical evaluation of suspected or confirmed attention-deficit/hyperactivity disorder

Khan, Humza; Rauch, Andrew A; Obolsky, Maximillian A; Skymba, Haley; Barwegen, Kearston C; Wisinger, Amanda M; Ovsiew, Gabriel P; Jennette, Kyle J; Soble, Jason R; Resch, Zachary J
This study investigated the utility of four Stroop Color and Word Test (SCWT) indices, including the raw score and T score for the word reading (WR) and color naming (CN) trials, as embedded performance validity tests (PVTs) within a sample referred for evaluation of suspected or known attention-deficit/hyperactivity disorder (ADHD). Data were analyzed from a final sample of 317 patients consecutively referred for ADHD evaluation, which was divided into groups with invalid (n = 43; 14%) and valid neuropsychological test performance (n = 274; 86%). A subset of the valid group with confirmed ADHD diagnoses (n = 226; 71%) were also analyzed separately. Classification accuracy for the overall valid sample was in the acceptable range (AUCs = .757-.794), with optimal cut scores of WR raw ≤75 (54% sensitivity/90% specificity), WR T score ≤ 28 (54% sensitivity/88% specificity), CN raw ≤57 (42% sensitivity/90% specificity), and CN T score ≤ 30 (40% sensitivity/90% specificity). Classification accuracy was also in the acceptable range for the ADHD-confirmed subgroup (AUCs = .750-.790), with optimal cut scores of WR Raw ≤ 75 (54% sensitivity/89% specificity), WR T score ≤ 28 (54% sensitivity/87% specificity), CN Raw ≤ 57 (42% sensitivity/90% specificity), and CN T score ≤ 30 (40% sensitivity/90% specificity). These findings indicate that embedded PVTs derived from the SCWT, particularly those derived from the WR trial, are effective measures for determining validity status in samples with suspected or confirmed ADHD. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
PMID: 35357873
ISSN: 1939-134x
CID: 5592982

Thrombectomy for secondary distal, medium vessel occlusions of the posterior circulation: seeking complete reperfusion

Meyer, Lukas; Stracke, Christian Paul; Wallocha, Marta; Broocks, Gabriel; Sporns, Peter B; Piechowiak, Eike I; Kaesmacher, Johannes; Maegerlein, Christian; Dorn, Franziska; Zimmermann, Hanna; Naziri, Weis; Abdullayev, Nuran; Kabbasch, Christoph; Behme, Daniel; Jamous, Ala; Maus, Volker; Fischer, Sebastian; Möhlenbruch, Markus; Weyland, Charlotte Sabine; Langner, Soenke; Meila, Dan; Miszczuk, Milena; Siebert, Eberhard; Lowens, Stephan; Krause, Lars Udo; Yeo, Leonard Ll; Tan, Benjamin Yq; Gopinathan, Anil; Gory, Benjamin; Arenillas, Juan F; Navia, Pedro; Raz, Eytan; Shapiro, Maksim; Arnberg, Fabian; Zeleňák, Kamil; Martínez-Galdámez, Mario; Kastrup, Andreas; Papanagiotou, Panagiotis; Kemmling, Andre; Psychogios, Marios N; Andersson, Tommy; Chapot, René; Fiehler, Jens; Hanning, Uta
BACKGROUND:Whether to approach distal occlusions endovascularly or not in medium-sized vessels secondary to proximal large vessel occlusion stroke remains unanswered. OBJECTIVE:To investigates the technical feasibility and safety of thrombectomy for secondary posterior circulation distal, medium vessel occlusions (DMVO). METHODS:TOPMOST (Treatment fOr Primary Medium vessel Occlusion STroke) is an international, retrospective, multicenter, observational registry of patients treated for distal cerebral artery occlusions. This study subanalysis endovascularly treated occlusions of the posterior cerebral artery in the P2 and P3 segment secondary preprocedural or periprocedural thrombus migration between January 2014 and June 2020. Technical feasibility was evaluated with the modified Thrombolysis in Cerebral Infarction (mTICI) scale. Procedural safety was assessed by the occurrence of symptomatic intracranial hemorrhage (sICH) and intervention-related serious adverse events. RESULTS:Among 71 patients with secondary posterior circulation DMVO who met the inclusion criteria, occlusions were present in 80.3% (57/71) located in the P2 segment and in 19.7% (14/71) in the P3 segment. Periprocedural migration occurred in 54.9% (39/71) and preprocedural migration in 45.1% (32/71) of cases. The first reperfusion attempt led in 38% (27/71) of all cases to mTICI 3. On multivariable logistic regression analysis, increased numbers of reperfusion attempts (adjusted odds ratio (aOR)=0.39, 95% CI 0.29 to 0.88, p=0.009) and preprocedural migration (aOR=4.70, 95% CI,1.35 to 16.35, p=0.015) were significantly associated with mTICI 3. sICH occurred in 2.8% (2/71). CONCLUSION/CONCLUSIONS:Thrombectomy for secondary posterior circulation DMVO seems to be safe and technically feasible. Even though thrombi that have migrated preprocedurally may be easier to retract, successful reperfusion can be achieved in the majority of patients with secondary DMVO of the P2 and P3 segment.
PMID: 34272260
ISSN: 1759-8486
CID: 4937602

Lack of clinically relevant differences in safety and pharmacokinetics after second-dose administration of intranasal diazepam within 4 h for acute treatment of seizure clusters: A population analysis

Cascino, Gregory D; Tarquinio, Daniel; Wheless, James W; Hogan, Robert Edward; Sperling, Michael R; Desai, Jay; Vazquez, Blanca; Samara, Emil; Misra, Sunita N; Carrazana, Enrique; Rabinowicz, Adrian L
OBJECTIVE:Current diazepam nasal spray labeling requires waiting 4 h before administering a second dose. The objective of the current analyses was to examine safety and pharmacokinetic profiles of second doses of diazepam nasal spray given 0-4 h after the first dose. METHODS:Two datasets were analyzed. The first, a long-term, repeat-dose safety study of diazepam nasal spray, compared rates of treatment-emergent adverse events (TEAEs), serious TEAEs, and treatment-related TEAEs for patients receiving ≥1 second dose ≤4 h versus all second doses >4 h after the first. The second was a population pharmacokinetic analysis using data from three phase 1 studies to model drug exposure when a second dose of diazepam nasal spray was administered across multiple time points (1 min-4 h) following the first dose. RESULTS:In the repeat-dose safety study, a second dose of diazepam nasal spray was administered ≤24 h after the first to treat 485 seizure clusters in 79 patients. Rates of TEAEs were similar between patients receiving ≥1 second dose in ≤4 h (89.5%, n = 38) compared with >4-24 h only (80.5%, n = 41). The most common treatment-related TEAEs were associated with nasal discomfort, which was mild or moderate and transient. There were no reports of respiratory or cardiac depression. The pharmacokinetic simulations of second doses predicted comparable elevations of plasma diazepam concentrations with administrations across a range of intervals after the first dose (1 min-4 h). SIGNIFICANCE/CONCLUSIONS:These data indicate that the safety and pharmacokinetic profiles of a second dose of diazepam nasal spray administered within 4 h of the first dose are consistent with those associated with current labeling. This is potentially important for patients with seizure clusters who have a recurrent seizure within 4 h of first treatment and might benefit from immediate retreatment to reduce the risk of progression to status epilepticus.
PMID: 35377464
ISSN: 1528-1167
CID: 5201582

Tracking transitional probabilities and segmenting auditory sequences are dissociable processes in adults and neonates

Benjamin, Lucas; Fló, Ana; Palu, Marie; Naik, Shruti; Melloni, Lucia; Dehaene-Lambertz, Ghislaine
Since speech is a continuous stream with no systematic boundaries between words, how do pre-verbal infants manage to discover words? A proposed solution is that they might use the transitional probability between adjacent syllables, which drops at word boundaries. Here, we tested the limits of this mechanism by increasing the size of the word-unit to four syllables, and its automaticity by testing asleep neonates. Using markers of statistical learning in neonates' EEG, compared to adult behavioral performances in the same task, we confirmed that statistical learning is automatic enough to be efficient even in sleeping neonates. We also revealed that: (1) Successfully tracking transition probabilities (TP) in a sequence is not sufficient to segment it. (2) Prosodic cues, as subtle as subliminal pauses, enable to recover words segmenting capacities. (3) Adults' and neonates' capacities to segment streams seem remarkably similar despite the difference of maturation and expertise. Finally, we observed that learning increased the overall similarity of neural responses across infants during exposure to the stream, providing a novel neural marker to monitor learning. Thus, from birth, infants are equipped with adult-like tools, allowing them to extract small coherent word-like units from auditory streams, based on the combination of statistical analyses and auditory parsing cues. RESEARCH HIGHLIGHTS: Successfully tracking transitional probabilities in a sequence is not always sufficient to segment it. Word segmentation solely based on transitional probability is limited to bi- or tri-syllabic elements. Prosodic cues, as subtle as subliminal pauses, enable to recover chunking capacities in sleeping neonates and awake adults for quadriplets.
PMID: 35772033
ISSN: 1467-7687
CID: 5281302

Recent Use of Non-Vitamin K Antagonist Oral Anticoagulants and Intracranial Hemorrhage Among Patients With Acute Ischemic Stroke Treated With Alteplase [Comment]

Frontera, Jennifer A; Ahuja, Tania
PMID: 35727285
ISSN: 1538-3598
CID: 5281922

Assessment of Smartphone Apps for Common Neurologic Conditions (Headache, Insomnia, and Pain): Cross-sectional Study

Minen, Mia T; George, Alexis; Camacho, Erica; Yao, Leslie; Sahu, Ananya; Campbell, Maya; Soviero, Mia; Hossain, Quazi; Verma, Deepti; Torous, John
BACKGROUND:There are thousands of apps for individuals struggling with headache, insomnia, and pain, but it is difficult to establish which of these apps are best suited for patients' specific needs. If clinicians were to have access to a platform that would allow them to make an informed decision on the efficacy and feasibility of smartphone apps for patient care, they would feel confident in prescribing specific apps. OBJECTIVE:We sought to evaluate the quality of apps for some of the top common, disabling neurologic conditions (headache, insomnia, and pain) based on principles derived from the American Psychiatric Association's (APA) app evaluation model. METHODS:We used the Mobile Health Index and Navigation database and expanded upon the database's current supported conditions by adding 177 new app entries. Each app was rated for consistency with the APA's app evaluation model, which includes 105 objective questions based on the following 5 major classes of consideration: (1) accessibility, (2) privacy and security, (3) clinical foundation, (4) engagement style, and (5) interoperability. These characteristics were evaluated to gain a broader understanding of the significant features of each app category in comparison against a control group. RESULTS:Approximately 90% (187/201) of all apps evaluated were free to download, but only 50% (63/201) of headache- and pain-related apps were truly free. Most (87/106, 81%) sleep apps were not truly free to use. The apps had similar limitations with limited privacy, accessibility, and crisis management resources. For example, only 17% (35/201) of the apps were available in Spanish. The apps offered mostly self-help tools with little tailoring; symptom tracking was the most common feature in headache- (32/48, 67%) and pain-related apps (21/47, 45%), whereas mindfulness was the most common feature in sleep-related apps (73/106, 69%). CONCLUSIONS:Although there are many apps for headache, pain, and insomnia, all 3 types of apps have room for improvement around accessibility and privacy. Pain and headache apps share many common features, whereas insomnia apps offer mostly mindfulness-based resources. Given the many available apps to pick from, clinicians and patients should seek apps that offer the highest-quality features, such as complete privacy, remedial features, and the ability to download the app at no cost. These results suggest that there are many opportunities for the improvement of apps centered on headache, insomnia, and pain.
PMCID:9257611
PMID: 35727625
ISSN: 2291-5222
CID: 5278002

An overview of systematic reviews on the pharmacological randomized controlled trials for reducing intracranial pressure after traumatic brain injury

Kim, Sonya; Mortera, Marianne; Heyn, Patricia; Sood, Pallavi; Wen, Pey-Shan; Chen Wong, Diana; Tanveer, Sarah; Hu, Xiaolei
BACKGROUND/UNASSIGNED:There is a need for an overview of systematic reviews (SRs) examining randomized clinical trials (RCTs) of pharmacological interventions in the treatment of intracranial pressure (ICP) post-TBI. OBJECTIVES/UNASSIGNED:To summarize pharmacological effectiveness in decreasing ICP in SRs with RCTs and evaluate study quality. METHODS/UNASSIGNED:Comprehensive literature searches were conducted in MEDLINE, PubMed, EMBASE, PsycINFO, and Cochrane Library databases for English SRs through October 2020. Inclusion criteria were SRs with RCTs that examined pharmacological interventions to treat ICP in patients post-TBI. Data extracted were participant characteristics, pharmacological interventions, and ICP outcomes. Study quality was assessed with AMSTAR-2. RESULTS/UNASSIGNED:Eleven SRs between 2003 and 2020 were included. AMSTAR-2 ratings revealed 3/11 SRs of high quality. Pharmacological interventions included hyperosmolars, neuroprotectives, anesthetics, sedatives, and analgesics. Study samples ranged from 7 to 1282 patients. Hyperosmolar agents and sedatives were beneficial in lowering elevated ICP. High bolus dose opioids had a more deleterious effect on ICP. Neuroprotective agents did not show any effects in ICP management. RCT sample sizes and findings in the SRs varied. A lack of detailed data syntheses was noted. AMSTAR-2 analysis revealed moderate-to-high quality in most SRs. Future SRs may focus on streamlined reporting of dosing and clearer clinical recommendations. CONCLUSIONS/UNASSIGNED:PROSPERO-Registration: CRD42015017355.
PMID: 35708261
ISSN: 1362-301x
CID: 5249902

Differential and shared genetic effects on kidney function between diabetic and non-diabetic individuals

Winkler, Thomas W; Rasheed, Humaira; Teumer, Alexander; Gorski, Mathias; Rowan, Bryce X; Stanzick, Kira J; Thomas, Laurent F; Tin, Adrienne; Hoppmann, Anselm; Chu, Audrey Y; Tayo, Bamidele; Thio, Chris H L; Cusi, Daniele; Chai, Jin-Fang; Sieber, Karsten B; Horn, Katrin; Li, Man; Scholz, Markus; Cocca, Massimiliano; Wuttke, Matthias; van der Most, Peter J; Yang, Qiong; Ghasemi, Sahar; Nutile, Teresa; Li, Yong; Pontali, Giulia; Günther, Felix; Dehghan, Abbas; Correa, Adolfo; Parsa, Afshin; Feresin, Agnese; de Vries, Aiko P J; Zonderman, Alan B; Smith, Albert V; Oldehinkel, Albertine J; De Grandi, Alessandro; Rosenkranz, Alexander R; Franke, Andre; Teren, Andrej; Metspalu, Andres; Hicks, Andrew A; Morris, Andrew P; Tönjes, Anke; Morgan, Anna; Podgornaia, Anna I; Peters, Annette; Körner, Antje; Mahajan, Anubha; Campbell, Archie; Freedman, Barry I; Spedicati, Beatrice; Ponte, Belen; Schöttker, Ben; Brumpton, Ben; Banas, Bernhard; Krämer, Bernhard K; Jung, Bettina; Åsvold, Bjørn Olav; Smith, Blair H; Ning, Boting; Penninx, Brenda W J H; Vanderwerff, Brett R; Psaty, Bruce M; Kammerer, Candace M; Langefeld, Carl D; Hayward, Caroline; Spracklen, Cassandra N; Robinson-Cohen, Cassianne; Hartman, Catharina A; Lindgren, Cecilia M; Wang, Chaolong; Sabanayagam, Charumathi; Heng, Chew-Kiat; Lanzani, Chiara; Khor, Chiea-Chuen; Cheng, Ching-Yu; Fuchsberger, Christian; Gieger, Christian; Shaffer, Christian M; Schulz, Christina-Alexandra; Willer, Cristen J; Chasman, Daniel I; Gudbjartsson, Daniel F; Ruggiero, Daniela; Toniolo, Daniela; Czamara, Darina; Porteous, David J; Waterworth, Dawn M; Mascalzoni, Deborah; Mook-Kanamori, Dennis O; Reilly, Dermot F; Daw, E Warwick; Hofer, Edith; Boerwinkle, Eric; Salvi, Erika; Bottinger, Erwin P; Tai, E-Shyong; Catamo, Eulalia; Rizzi, Federica; Guo, Feng; Rivadeneira, Fernando; Guilianini, Franco; Sveinbjornsson, Gardar; Ehret, Georg; Waeber, Gerard; Biino, Ginevra; Girotto, Giorgia; Pistis, Giorgio; Nadkarni, Girish N; Delgado, Graciela E; Montgomery, Grant W; Snieder, Harold; Campbell, Harry; White, Harvey D; Gao, He; Stringham, Heather M; Schmidt, Helena; Li, Hengtong; Brenner, Hermann; Holm, Hilma; Kirsten, Holgen; Kramer, Holly; Rudan, Igor; Nolte, Ilja M; Tzoulaki, Ioanna; Olafsson, Isleifur; Martins, Jade; Cook, James P; Wilson, James F; Halbritter, Jan; Felix, Janine F; Divers, Jasmin; Kooner, Jaspal S; Lee, Jeannette Jen-Mai; O'Connell, Jeffrey; Rotter, Jerome I; Liu, Jianjun; Xu, Jie; Thiery, Joachim; Ärnlöv, Johan; Kuusisto, Johanna; Jakobsdottir, Johanna; Tremblay, Johanne; Chambers, John C; Whitfield, John B; Gaziano, John M; Marten, Jonathan; Coresh, Josef; Jonas, Jost B; Mychaleckyj, Josyf C; Christensen, Kaare; Eckardt, Kai-Uwe; Mohlke, Karen L; Endlich, Karlhans; Dittrich, Katalin; Ryan, Kathleen A; Rice, Kenneth M; Taylor, Kent D; Ho, Kevin; Nikus, Kjell; Matsuda, Koichi; Strauch, Konstantin; Miliku, Kozeta; Hveem, Kristian; Lind, Lars; Wallentin, Lars; Yerges-Armstrong, Laura M; Raffield, Laura M; Phillips, Lawrence S; Launer, Lenore J; Lyytikäinen, Leo-Pekka; Lange, Leslie A; Citterio, Lorena; Klaric, Lucija; Ikram, M Arfan; Ising, Marcus; Kleber, Marcus E; Francescatto, Margherita; Concas, Maria Pina; Ciullo, Marina; Piratsu, Mario; Orho-Melander, Marju; Laakso, Markku; Loeffler, Markus; Perola, Markus; de Borst, Martin H; Gögele, Martin; Bianca, Martina La; Lukas, Mary Ann; Feitosa, Mary F; Biggs, Mary L; Wojczynski, Mary K; Kavousi, Maryam; Kanai, Masahiro; Akiyama, Masato; Yasuda, Masayuki; Nauck, Matthias; Waldenberger, Melanie; Chee, Miao-Li; Chee, Miao-Ling; Boehnke, Michael; Preuss, Michael H; Stumvoll, Michael; Province, Michael A; Evans, Michele K; O'Donoghue, Michelle L; Kubo, Michiaki; Kähönen, Mika; Kastarinen, Mika; Nalls, Mike A; Kuokkanen, Mikko; Ghanbari, Mohsen; Bochud, Murielle; Josyula, Navya Shilpa; Martin, Nicholas G; Tan, Nicholas Y Q; Palmer, Nicholette D; Pirastu, Nicola; Schupf, Nicole; Verweij, Niek; Hutri-Kähönen, Nina; Mononen, Nina; Bansal, Nisha; Devuyst, Olivier; Melander, Olle; Raitakari, Olli T; Polasek, Ozren; Manunta, Paolo; Gasparini, Paolo; Mishra, Pashupati P; Sulem, Patrick; Magnusson, Patrik K E; Elliott, Paul; Ridker, Paul M; Hamet, Pavel; Svensson, Per O; Joshi, Peter K; Kovacs, Peter; Pramstaller, Peter P; Rossing, Peter; Vollenweider, Peter; van der Harst, Pim; Dorajoo, Rajkumar; Sim, Ralene Z H; Burkhardt, Ralph; Tao, Ran; Noordam, Raymond; Mägi, Reedik; Schmidt, Reinhold; de Mutsert, Renée; Rueedi, Rico; van Dam, Rob M; Carroll, Robert J; Gansevoort, Ron T; Loos, Ruth J F; Felicita, Sala Cinzia; Sedaghat, Sanaz; Padmanabhan, Sandosh; Freitag-Wolf, Sandra; Pendergrass, Sarah A; Graham, Sarah E; Gordon, Scott D; Hwang, Shih-Jen; Kerr, Shona M; Vaccargiu, Simona; Patil, Snehal B; Hallan, Stein; Bakker, Stephan J L; Lim, Su-Chi; Lucae, Susanne; Vogelezang, Suzanne; Bergmann, Sven; Corre, Tanguy; Ahluwalia, Tarunveer S; Lehtimäki, Terho; Boutin, Thibaud S; Meitinger, Thomas; Wong, Tien-Yin; Bergler, Tobias; Rabelink, Ton J; Esko, Tõnu; Haller, Toomas; Thorsteinsdottir, Unnur; Völker, Uwe; Foo, Valencia Hui Xian; Salomaa, Veikko; Vitart, Veronique; Giedraitis, Vilmantas; Gudnason, Vilmundur; Jaddoe, Vincent W V; Huang, Wei; Zhang, Weihua; Wei, Wen Bin; Kiess, Wieland; März, Winfried; Koenig, Wolfgang; Lieb, Wolfgang; Gao, Xin; Sim, Xueling; Wang, Ya Xing; Friedlander, Yechiel; Tham, Yih-Chung; Kamatani, Yoichiro; Okada, Yukinori; Milaneschi, Yuri; Yu, Zhi; Stark, Klaus J; Stefansson, Kari; Böger, Carsten A; Hung, Adriana M; Kronenberg, Florian; Köttgen, Anna; Pattaro, Cristian; Heid, Iris M
Reduced glomerular filtration rate (GFR) can progress to kidney failure. Risk factors include genetics and diabetes mellitus (DM), but little is known about their interaction. We conducted genome-wide association meta-analyses for estimated GFR based on serum creatinine (eGFR), separately for individuals with or without DM (nDM = 178,691, nnoDM = 1,296,113). Our genome-wide searches identified (i) seven eGFR loci with significant DM/noDM-difference, (ii) four additional novel loci with suggestive difference and (iii) 28 further novel loci (including CUBN) by allowing for potential difference. GWAS on eGFR among DM individuals identified 2 known and 27 potentially responsible loci for diabetic kidney disease. Gene prioritization highlighted 18 genes that may inform reno-protective drug development. We highlight the existence of DM-only and noDM-only effects, which can inform about the target group, if respective genes are advanced as drug targets. Largely shared effects suggest that most drug interventions to alter eGFR should be effective in DM and noDM.
PMCID:9192715
PMID: 35697829
ISSN: 2399-3642
CID: 5290962

How Common SOFA and Ventilator Time Trial Criteria would have Performed during the COVID-19 Pandemic: An Observational Simulated Cohort Study

Walsh, B Corbett; Pradhan, Deepak; Mukherjee, Vikramjit; Uppal, Amit; Nunnally, Mark E; Berkowitz, Kenneth A
OBJECTIVES/OBJECTIVE:To evaluate how key aspects of New York State Ventilator Allocation Guidelines (NYSVAG)-Sequential Organ Failure Assessment score criteria and ventilator time trials -might perform with respect to the frequency of ventilator reallocation and survival to hospital discharge in a simulated cohort of COVID-19 patients. METHODS:Single center retrospective observational and simulation cohort study of 884 critically-ill COVID-19 patients undergoing ventilator allocation per NYSVAG. RESULTS:742 patients (83.9%) would have had their ventilator reallocated during the 11-day observation period, 280 (37.7%) of whom would have otherwise survived to hospital discharge if provided a ventilator. Only 65 (18.1%) of the observed surviving patients would have survived by NYSVAG. Extending ventilator time trials from 2 to 5 days resulted in a 49.2% increase in simulated survival to discharge. CONCLUSIONS:In the setting of a protracted respiratory pandemic, implementation of NYSVAG or similar protocols could lead to a high degree of ventilator reallocation, including withdrawal from patients who might otherwise survive. Longer ventilator time trials might lead to improved survival for COVID-19 patients given their protracted respiratory failure. Further studies are needed to understand the survival of patients receiving reallocated ventilators to determine whether implementation of NYSVAG would improve overall survival.
PMID: 35678391
ISSN: 1938-744x
CID: 5248482