A Novel Machine Learning Model to Predict Revision ACL Reconstruction Failure in the MARS Cohort
Group M, Vasavada K, Vasavada V, Moran J, Devana S, Lee C, Hame S, Jazrawi L, Sherman O, Huston L, Haas A, Allen C, Cooper D, DeBerardino T, Spindler K, Stuart M, Amendola A, Annunziata C, Arciero R, Bach B, Baker C, Bartolozzi A, Baumgarten K, Berg J, Bernas G, Brockmeier S, Brophy R, Bush-Joseph C, Butler J, Carey J, Carpenter J, Cole B, Cooper J, Cox C, Creighton R, David T, Dunn W, Flanigan D, Frederick R, Ganley T, Gatt C, Gecha S, Giffin J, Hannafin J, Harris N, Hechtman K, Hershman E, Hoellrich R, Johnson D, Johnson T, Jones M, Kaeding C, Kamath G, Klootwyk T, Levy B, Benjamin C, Maiers G, Marx R, Matava M, Mathien G, McAllister D, McCarty E, McCormack R, Miller B, Nissen C, O’Neill D, Owens B, Parker R, Purnell M, Ramappa A, Rauh M, Rettig A, Sekiya J, Shea K, Slauterbeck J, Smith M, Spang J, Svoboda S, Taft T, Tenuta J, Tingstad E, Vidal A, Viskontas D, White R, Williams J, Wolcott M, Wolf B, Wright R, York J. A Novel Machine Learning Model to Predict Revision ACL Reconstruction Failure in the MARS Cohort. Orthopaedic Journal Of Sports Medicine 2024, 12: 23259671241291920. PMID: 39555321, PMCID: PMC11565622, DOI: 10.1177/23259671241291920.Peer-Reviewed Original ResearchRevision anterior cruciate ligament reconstructionMulticenter ACL Revision StudyGraft failureRisk of graft failureAnterior cruciate ligament reconstructionLogistic regressionFollow-up dataCruciate ligament reconstructionACL reconstruction failureLevel of evidencePatient-reported outcomesCohort dataIntraoperative findingsTibial tunnel sizesModerate predictive abilityReconstruction failureFollow-upGraft typeAllograft useCohort studyPreoperative radiographsLigament reconstructionRisk factorsCohortPatientsCannabidiol for Postoperative Pain Control After Arthroscopic Rotator Cuff Repair Demonstrates No Deficits in Patient-Reported Outcomes Versus Placebo: 1-Year Follow-up of a Randomized Controlled Trial
Alaia M, Li Z, Chalem I, Hurley E, Vasavada K, Gonzalez-Lomas G, Rokito A, Jazrawi L, Kaplan K. Cannabidiol for Postoperative Pain Control After Arthroscopic Rotator Cuff Repair Demonstrates No Deficits in Patient-Reported Outcomes Versus Placebo: 1-Year Follow-up of a Randomized Controlled Trial. Orthopaedic Journal Of Sports Medicine 2024, 12: 23259671231222265. PMID: 38322981, PMCID: PMC10846110, DOI: 10.1177/23259671231222265.Peer-Reviewed Original ResearchAmerican Shoulder and Elbow SurgeonsPatient acceptable symptom stateSingle Assessment Numeric EvaluationArthroscopic rotator cuff repairVisual analog scaleFollow-upPatient-reported outcomesRandomized controlled trialsIdentical placeboPain controlControl groupRates of concomitant proceduresVisual analog scale painControlled trialsMultimodal pain management regimensEarly postoperative pain managementDouble-blind trialEffects of cannabidiolPain management regimensPostoperative pain controlMann-Whitney <i>Postoperative pain managementAcceptable symptom stateAssessment Numeric EvaluationEvaluate patient-reported outcomes