1naresh

Array
(
    [urn:ac.highwire.org:guest:identity] => Array
        (
            [runtime-id] => urn:ac.highwire.org:guest:identity
            [type] => guest
            [service-id] => ajnr-ac.highwire.org
            [access-type] => Controlled
            [privilege] => Array
                (
                    [urn:ac.highwire.org:guest:privilege] => Array
                        (
                            [runtime-id] => urn:ac.highwire.org:guest:privilege
                            [type] => privilege-set
                            [privilege-set] => GUEST
                        )

                )

            [credentials] => Array
                (
                    [method] => guest
                )

        )

)
1nareshArray
(
    [urn:ac.highwire.org:guest:identity] => Array
        (
            [runtime-id] => urn:ac.highwire.org:guest:identity
            [type] => guest
            [service-id] => ajnr-ac.highwire.org
            [access-type] => Controlled
            [privilege] => Array
                (
                    [urn:ac.highwire.org:guest:privilege] => Array
                        (
                            [runtime-id] => urn:ac.highwire.org:guest:privilege
                            [type] => privilege-set
                            [privilege-set] => GUEST
                        )

                )

            [credentials] => Array
                (
                    [method] => guest
                )

        )

)

Table 5: 10-fold cross-validation of performance with 2 previous models after incorporating LFI
Model AUC (95%CI) P Value Accuracy Precision Sensitivity Specificity
R₂eD 0.601 (0.515–0.687) Reference 0.611 0.674 0.621 0.597
R₂eD + LFI 0.624 (0.541–0.707) .15 0.639 0.702 0.641 0.636
VALE 0.603 (0.518–0.688) Reference 0.556 0.610 0.621 0.468
VALE + LFI 0.706 (0.629–0.783) <.001^{^a} 0.683 0.717 0.738 0.610
↵a Statistical significance (P < .05).

Model	AUC (95%CI)	P Value	Accuracy	Precision	Sensitivity	Specificity
R₂eD	0.601 (0.515–0.687)	Reference	0.611	0.674	0.621	0.597
R₂eD + LFI	0.624 (0.541–0.707)	.15	0.639	0.702	0.641	0.636
VALE	0.603 (0.518–0.688)	Reference	0.556	0.610	0.621	0.468
VALE + LFI	0.706 (0.629–0.783)	<.001^{^a}	0.683	0.717	0.738	0.610