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Research
Open Access

Comparison of a validated decision-support tool to a standard of care triage system for knee osteoarthritis assessment: a proof-of-concept study

Paige Wagar, Simrun Chahal, Rabail Siddiqui, Shalyn Littlefield, Caroline Fanti, Claude Cullinan, Kurt Droll, Travis E. Marion, T. Derek Cooke and David Puskas
CAN J SURG May 11, 2023 66 (3) E269-E273; DOI: https://doi.org/10.1503/cjs.012322
Paige Wagar
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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Simrun Chahal
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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Rabail Siddiqui
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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Shalyn Littlefield
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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Caroline Fanti
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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Claude Cullinan
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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Kurt Droll
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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Travis E. Marion
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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T. Derek Cooke
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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David Puskas
Clinical Research Services Department, Thunder Bay Regional Health Research Institute, Thunder Bay, Ont. (Wagar, Chahal, Siddiqui, Littlefield); Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ont. (Fanti, Cullinan, Droll, Marion, Puskas); Northern Ontario School of Medicine University, Thunder Bay, Ont. (Cullinan, Droll, Marion, Puskas); Orthopedic Alignment and Imaging Systems Inc., Maberly, Ont. (Cooke); School of Rehabilitation Therapy, Queen’s University, Kingston, Ont. (Cooke)
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Article Figures & Tables

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    Fig. 1

    Agreement between the decision-support tool recommendation and the APP decision (n = 100). Blue indicates 69 instances of agreement between the APP decision and the decision-support tool recommendation and red indicates 31 disagreements. APP = advanced practice physiotherapist.

  • Fig. 2
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    Fig. 2

    Agreement between the decision-support tool recommendation and treating orthopedic surgeon’s decision (n = 72*). Blue indicates 46 instances of agreement between the decision-support tool recommendation and the surgeon’s decision and red indicates 26 disagreements. *The number of patients referred for surgical consultation of the 100 patients initially assessed by the APP. The moderate level of agreement between the APP decision and the decision-support tool recommendation was further reviewed to understand the reasoning for the decisions made. It was found that the patients’ preferences to undergo surgery and insisting to see an orthopedic surgeon for further review were found to be the most frequent reasons for referrals, along with patients’ refusal to undergo surgery or be assessed for surgery.

  • Fig. 3
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    Fig. 3

    Agreement between the decision-support tool recommendation and the APP decision (controlled for patient preference) (n = 65*). Blue indicates 59 instances of agreement between the decision-support tool recommendation and the APP decision and red indicates 6 disagreements. APP = advanced practice physiotherapist. *The number of patients who were not insisting on surgical consult or avoiding surgical consult.

Tables

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    Table 1

    OAISYS Medical Inc. grading guidelines used for triage purposes

    RecommendationWOMAC scoreAge, yrCompartmental osteoarthritis radiographic grading (12)
    Timely surgical referral*< 40606
    Good for surgical referral*40606
    Urgent surgical referral*40608
    Nonsurgical< 40No specification6
    • WOMAC = Western Ontario and McMaster Universities Osteoarthritis Index.

    • ↵* These categories were analyzed as surgical cases.

    • View popup
    Table 2

    Demographic and clinical characteristics of patients assessed for knee osteoarthritis management

    CharacteristicNo.*
    No. of patients100
    Sex
     Male40
     Female60
    Affected side
     Right53
     Left47
    Age, yr
     Mean ± SD64.54 ± 9.748
     Range27–92
    WOMAC scores
     Overall mean ± SD48.48 ± 18.262
    WOMAC score category, no. of participants
     Mild (< 32)22
     Moderate (32–64.9)62
     Severe (> 65)16
    BMI
     Underweight0
     Normal (18.5–24.9)7
     Overweight (25–29.9)22
     Obese I (30–34.9)24
     Obese II (35–39.9)21
     Obese III (> 40)19
     Unknown7
    • BMI = body mass index; SD = standard deviation; WOMAC = Western Ontario and McMaster Universities Osteoarthritis Index.

    • ↵* Unless indicated otherwise.

    • View popup
    Table 3

    Level of agreement analysis

    Comparisonκ statisticLevel of agreement
    APP decision v. decision-support tool recommendation0.563Moderate
    Surgeon’s decision v. decision-support tool recommendation0.618Substantial
    • APP = advanced practice physiotherapist.

    • View popup
    Table 4

    Level of agreement analysis

    Comparisonκ statisticLevel of agreement
    APP decision v. decision-support tool recommendation decision0.563Moderate
    APP decision v. decision-support tool recommendation (controlled for patient decision)0.870Near perfect
    • APP = advanced practice physiotherapist.

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Canadian Journal of Surgery: 66 (3)
CAN J SURG
Vol. 66, Issue 3
24 Mar 2023
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Comparison of a validated decision-support tool to a standard of care triage system for knee osteoarthritis assessment: a proof-of-concept study
Paige Wagar, Simrun Chahal, Rabail Siddiqui, Shalyn Littlefield, Caroline Fanti, Claude Cullinan, Kurt Droll, Travis E. Marion, T. Derek Cooke, David Puskas
CAN J SURG May 2023, 66 (3) E269-E273; DOI: 10.1503/cjs.012322

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Comparison of a validated decision-support tool to a standard of care triage system for knee osteoarthritis assessment: a proof-of-concept study
Paige Wagar, Simrun Chahal, Rabail Siddiqui, Shalyn Littlefield, Caroline Fanti, Claude Cullinan, Kurt Droll, Travis E. Marion, T. Derek Cooke, David Puskas
CAN J SURG May 2023, 66 (3) E269-E273; DOI: 10.1503/cjs.012322
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