{"id":"21f715ed-1400-423a-9050-f6ae7caa0c10","arxiv_id":"2412.02821","paper_version":1,"verdict":"CONDITIONAL","confidence":"MODERATE","novelty_score":7.0,"correctness_risk":"medium","formal_verification":"none","parameter_count":4,"one_line_summary":"Near-extremal Kerr black holes admit an equilibrium spectrum of non-linearly interacting quasinormal modes with amplitudes decaying as 2^{-ell/2} ell^{-7/2}, suggesting an inverse cascade toward large-scale structure.","lead":"The paper builds a mathematical model of how gravitational wave ripples on a nearly maximally spinning black hole interact with each other. It finds a smooth, long-lived pattern in which the short-wavelength ripples die out, an effect the authors compare to planetary weather.","discovery_kind":"first_principles","skeptic_critique":{"model":"deepseek-v4-flash","headline":"Dimensional renormalization of Eq. (167) is what creates the equilibrium; the finite-boundary cancellation that fixes p=-2 is untested.","rationale":"The reader's weakest_assumption identifies the same load-bearing concern: the equilibrium computation relies on a dimensional renormalization prescription in Sec. VII B that encodes an implicit assumption about intermediate and ultra-large ell QNMs. I agree with that identification. The paper is a serious, technically rich derivation, and the concern does not by itself establish that the physical conclusion is wrong; it establishes that the equilibrium as written is a property of a regulated infinite-domain version of Eq. (167), not of the finite truncated system whose dynamics are actually derived. This is specific, addressable, and should be resolved before accepting the inverse-cascade interpretation. Since the reader's verdict is already CONDITIONAL and the concern is the same one, no adjustment to the verdict is needed; the appropriate outcome is to keep the conditional status pending a check of the finite-boundary cancellation.","tokens_in":68492,"tokens_out":4461,"duration_ms":52923,"concrete_test":"Choose representative parameters inside the stated regime, e.g. epsilon = 10^-6, L = 10^3, q = 3/4, so the retained high-ell domain is ell in [cL, epsilon^{-q}] with c a fixed constant. Compute the right-hand side of Eq. (167) numerically for the ansatz c_high_ell = C ell^{-2}, sampling several values of ell_1 in the interior of the domain, integrating over the actual finite bounds with standard numerical quadrature and without dimensional regularization or analytic continuation. Normalize Clow so that the first term is O(1) relative to ell1 c_ell1. If the ratio |(nonlinear integral) + ell1 c_ell1 Re(Clow)| / |ell1 c_ell1| is not suppressed as epsilon -> 0, the claimed cancellation (169) fails for the retained modes. If it is suppressed, repeat the test for p = -2 and p = -2 + delta to determine whether any power-law equilibrium exists.","verdict_should_be":"UNCHANGED","load_bearing_attack":"The equilibrium Eq. (25) is obtained from Eq. (167), but Eq. (167) is the truncated high-ell equation on the finite domain cL <= ell <= epsilon^{-q}, with L ~ epsilon^{-1/2} and 1/2 < q < 1. The text then replaces these finite bounds by (0, infinity), observes that for the ansatz c_ell ∝ ell^p the two nonlinear terms cancel at p = -2 only after a 'dimensional renormalization prescription', and takes the regulated result as the equilibrium. This is the load-bearing step. For p = -2 the double integral in Eq. (167) is logarithmically divergent at both endpoints, so the infinite-boundary cancellation is not a controlled limit of the finite integral. The change of domain is exactly the assumption about intermediate and ultra-large ell modes that the paper sets aside in Sec. VII B. The equation that must vanish for an equilibrium is the finite-boundary version, with no analytic continuation. Unless the finite-boundary residual vanishes, or is shown to be subdominant relative to the ell1 c_high_1 Re(Clow) term, the cancellation fixing p = -2, and therefore the dyadic spectrum (25) and (169), is an artifact of the regulator rather than a property of the dynamical system for the retained modes. The paper's own caveat that the prescription 'can be understood as an implicit assumption on the nature of the intermediate QNMs ... and QNMs with very large ell' marks the central gap: physics outside the validity regime is being used to determine the equilibrium inside it.","agreement_with_reader":"agree"},"referee_report":{"model":"deepseek-v4-flash","summary":"This paper develops a formalism for weakly nonlinear gravitational perturbations of a near-extremal Kerr black hole at second order in the vacuum Einstein equation. Using the GHZ metric-reconstruction framework, the perturbation is represented through a Hertz potential and expanded in zero-damped quasinormal modes with time-dependent amplitudes; projecting the sourced Teukolsky equation with the conserved bilinear form of Green-Hollands-Sberna-Toomani-Zimmerman yields an infinite-dimensional quadratic dynamical system (Eq. 92). In the near-extremal nNHEK scaling limit, with angular momenta split into low (O(1)) and high (m^2 << ell << epsilon^{-1}) sectors, the overlap coefficients are evaluated in matched asymptotic expansions into explicit factorized angular and radial integrals (Sec. VI and Apps. H-M). The paper then seeks an equilibrium of the truncated system in the sector m = 0, N = 0, odd ell. Using a scaling ansatz c_ellbar ~ ellbar^p and replacing the finite integration bounds of Eq. (167) by (0, infinity) with a 'dimensional renormalization prescription,' the two nonlinear terms are claimed to cancel at p = -2, giving an equilibrium amplitude spectrum c_ell ~ C_low 2^{-ell/2} ell^{-7/2} (Eqs. 25 and 169-171). The authors interpret this suppression of large-ell axisymmetric amplitudes as an inverse cascade, which they call 'black hole weather.'","tokens_in":68887,"tokens_out":24377,"duration_ms":228198,"significance":"If the equilibrium claim survives scrutiny, this is a potentially important step beyond the heuristic single-triad model of Yang, Zimmerman and Lehner: it would be the first derivation from the vacuum Einstein equation of a concrete large-ell spectrum for zero-damped QNM self-interactions in near-extremal Kerr. The paper's strengths are real: the dynamical system (92) is derived from the second-order Einstein equation rather than postulated; the overlap coefficients are computed explicitly in a matched asymptotic expansion with substantial appendices; the ladder-operator structure of Þ and Þ' and the SL(2,R)-module interpretation (Apps. F, L) are elegant; the asymptotic formulas for angular integrals are checked numerically (App. H); and the authors are candid about every truncation, including the non-self-consistency of the N = 0 restriction and the regulator dependence of the equilibrium. The truncated system is explicit enough that the equilibrium claim is numerically falsifiable, as the authors themselves note (Sec. VIII).","major_comments":[{"comment":"The equilibrium condition must be satisfied by the actual truncated dynamical system, i.e., by Eq. (167) with the finite integration domain c <= ellbar_i <= epsilon^{1/2-q} (L ~ epsilon^{-1/2}, 1/2 < q < 1). The text replaces these finite boundaries by (0, infinity), states that the two nonlinear terms cancel for the ansatz c_ellbar ~ ellbar^p at p = -2, and regulates the resulting divergences by a 'dimensional renormalization prescription' that the paper itself describes as 'an implicit assumption on the nature of the intermediate QNMs having ell <~ epsilon^{-1/2} and QNMs with very large ell >~ epsilon^{-q}.' This is load-bearing: for p = -2 the double integral is divergent at both endpoints, so the infinite-boundary cancellation is not a controlled limit of the finite-domain integral, and the change of domain is precisely an assumption about modes for which the approximations leading to Eq. (167) are not valid. The equation that must vanish for an equilibrium is the finite-boundary version; unless its residual is shown to vanish, or to be subdominant relative to the ellbar_1 c_high,1 Re(C_low) term in Eq. (167), the cancellation fixing p = -2, and with it the dyadic spectrum (25) and (169), is imposed by the regulator rather than established for the retained modes. Please provide one of the following: (i) an estimate or numerical evaluation of the finite-boundary residual at p = -2; (ii) a demonstration that the cancellation is independent of the renormalization scheme, with the continuation parameter and the subtraction prescription specified; or (iii) a numerical solution of a finite but large truncation of Eq. (167) showing a stable fixed point with the claimed scaling.","section":"Sec. VII B, Eqs. (167)-(169)."},{"comment":"The dynamical system (131) rests on two truncations that are load-bearing for the central claim: the retarded Green's function is replaced by its QNM part (G_ret ~ G_qnm, with G_cut and G_arc neglected, Eqs. (68)-(70)), and the far-zone contributions to the overlap coefficients are discarded on the basis of the 'central hypothesis' in Sec. VI A that they are parametrically small in epsilon. The supporting evidence, namely the decay of the near-zone radial integrands as xbar -> infinity (App. I) and the analogy with the scalar products computed in App. D, is suggestive but does not quantify the neglected terms. Because the equilibrium solution lives entirely in the near-zone QNM sector, any far-zone or cut/arc contribution at the same order as the retained nonlinear terms would modify the equilibrium. I request a quantitative estimate, or a targeted numerical check in the spirit of the numerical tests of the angular asymptotics reported in App. H, for the far-zone portions of at least the dominant (high,high) -> (high) overlap coefficients U^near_123 and V^near_123.","section":"Secs. IV B and VI A."},{"comment":"The equilibrium is solved within the sector m = 0, N = 0, odd ell, and the paper states that the N = 0 restriction is 'not self-consistent (a pair of N = 0 QNMs can excite an N > 0 QNM)' and that the odd-ell restriction is made for convenience. App. J shows that the N_S = 2 and N_S = 4 overlap coefficients share the homogeneous scaling structure of the N_S = 0 coefficients, which supports the authors' conjecture that the N = 0 restriction is inessential, but the equilibrium condition (164) is not checked against the N > 0 or even-ell channels. Since the physical interpretation, that weakly nonlinear dynamics drives the system toward an axisymmetric, zero-overtone, dyadically suppressed spectrum, is a statement about the full QNM system, the present result is an equilibrium of a heavily truncated subsystem. Please either extend the equilibrium analysis to include the leading N > 0 and even-ell channels, or argue their decoupling, or state explicitly in the abstract and conclusions that the equilibrium and the cascade interpretation are established only for the N = 0, m = 0, odd-ell subsystem.","section":"Sec. VII A."}],"minor_comments":[{"comment":"The term 'dyadically exponentially suppressed' is potentially misleading: a dyadic cascade conventionally denotes a discrete hierarchy of scales with ratio two (e.g., ell -> 2ell), whereas the result (25) is an exponential decay in ell with base 2^{-1/2}. Please clarify the intended meaning or justify the terminology.","section":"Abstract and Sec. I D."},{"comment":"The abstract states that 'our dynamical system has a time-independent solution' and reads the result as evidence for an inverse cascade. As Secs. VII A-B make clear, the statement holds only for the truncated system (N = 0, m = 0, odd ell), inside a finite time window t <~ M epsilon^{q-1}, and after the renormalization prescription applied to Eq. (167); the abstract should carry these qualifications.","section":"Abstract and Sec. VII."},{"comment":"Footnote 28 recommends passing to a medium time ttilde = epsilon^{-q} tbar to describe the validity window of Eq. (167); this point is essential for interpreting the equilibrium and should be promoted to the main text.","section":"Sec. VII B, footnote 28."},{"comment":"In the paragraph below Eq. (J2), the label 'F NS=2_123' should read 'F NS=4_123' (the polynomial defined by Eq. (I16) belongs to N_S = 4), and in App. D, just above Eq. (D6), the mode label '-2Upsilon_N2ell2m3' should be '-2Upsilon_N2ell2m2'.","section":"App. J and App. D."},{"comment":"The symbol x is used both for the scaled near-zone coordinate (29) and for the far-zone coordinate in Eq. (113) and in the overlap and matching conditions (99)-(100); a compact table or a change of symbol for one of the two coordinates would remove a recurring source of confusion.","section":"Secs. II and V."},{"comment":"The compact representation of G_qnm in Eq. (70) is stated to follow from [41, Lem. 5], and it is the linchpin of the projection argument leading to Eqs. (84)-(88); a one-sentence statement of the lemma's content and normalization conventions would help the reader verify the sign and the factor 1/A_q in Eq. (84).","section":"Sec. IV B, Eq. (70)."}],"recommendation":"major_revision","confidential_remarks":"This manuscript derives its main results within a chain of prior works by the same authors (GHZ [24], the bilinear form [41], and the corrector transport [40], the latter still an arXiv preprint). Given that both the dynamical system and the equilibrium depend on the GHZ reconstruction and the MS-regularized scalar product, independent verification of the intermediate steps would be difficult for a reader not familiar with those papers. The 'weather' analogy is evocative but adds little beyond the summary of the equilibrium; the core value is the dynamical-system derivation. The recommendation of major revision rests on the regulator issue in Sec. VII B; a numerical check of a finite truncation, which the authors themselves suggest in Sec. VIII, would be the most convincing resolution."},"author_rebuttal":null,"desk_editor":{"model":"deepseek-v4-flash","letter":"Short version: this paper derives something genuinely new: an infinite-dimensional quadratic dynamical system for zero-damped QNM amplitudes of near-extremal Kerr, with explicit overlap coefficients in the nNHEK/eikonal regime. The proposed equilibrium spectrum (axisymmetric, N=0, c_ell ~ 2^{-ell/2} ell^{-7/2}) is a real conjecture, but not yet established; the stress-test concern about the dimensional renormalization in Eq. (167) lands.\n\nThe paper goes cleanly beyond the 2x2 parent-daughter truncation of Yang, Zimmerman, and Lehner by treating all QNMs on the same footing and deriving the system from the second-order Einstein equation via the GHZ formalism. The near-zone simplifications are substantial: overlap coefficients factor into angular and radial pieces, the SL(2,R) module structure organizes overtone dressing, and eikonal angular integrals are evaluated explicitly. The authors are candid about assumptions: they flag the m=0, N=0, odd-ell truncations, concede the N=0 restriction is not self-consistent, and state plainly that no attractor proof is given. That honesty is real credit.\n\nWhere it is soft: the equilibrium is the payoff, and it leans on a dimensional renormalization of a double integral that diverges logarithmically at both endpoints for p=-2. The finite-boundary equation on cL <= ell <= epsilon^{-q} is the one that must vanish; the infinite-boundary cancellation is not a controlled limit of it. The paper's own Sec. VII B caveat—that the prescription encodes assumptions about intermediate and ultra-large-ell QNMs—marks the load-bearing gap. So the dyadic spectrum is a motivated conjecture, not a proven result. I would not over-read the inverse-cascade language; the equilibrium, if it holds, is a fixed point, and no stability argument is given.\n\nBottom line: the dynamical system and coefficient machinery are the contribution; the equilibrium is a conditional proposal. A referee should push for a computation of the finite-boundary residual, or at least a scaling estimate showing it is subdominant, before the p=-2 claim is accepted. I would send it to review—the derivation deserves referee time and the community will want to know whether the regulator assumption is benign.","headline":"A serious, novel derivation of a QNM-amplitude dynamical system for near-extremal Kerr; the dyadic equilibrium spectrum is suggestive but rests on an untested regulator assumption.","tokens_in":676,"tokens_out":3008,"would_cite":true,"duration_ms":56614,"reading_group":"yes","serious_thinker":"yes","would_accept_peer_review":true},"rs_alignment":null,"lean_confirmation":null,"pith_extraction":{"msc":[],"pacs":["04.70.-s","04.30.-w"],"model":"deepseek-v4-flash","headline":"Near-extremal Kerr may have gravitational 'weather' with dyadically suppressed high-ell modes","keywords":["near-extremal Kerr","zero-damped quasinormal modes","Hertz potential","second-order Einstein equation","inverse cascade","weak turbulence","nNHEK limit","black hole weather"],"falsifier":"A concrete test is to integrate the truncated dynamical system numerically from generic initial data for a finite but large mode set (the paper states this is in principle possible) and check whether high-$\\ell$ amplitudes approach $c_\\ell\\propto 2^{-\\ell/2}\\ell^{-7/2}$ or grow instead. A second check is to include modes with $\\ell\\sim\\varepsilon^{-1/2}$ and $\\ell\\gtrsim\\varepsilon^{-q}$: if the regularized double integral's value, and hence the exponent $p=-2$, changes when those sectors are added, the equilibrium is an artifact of the truncation.","tokens_in":2130,"feed_emoji":"🌪️","tokens_out":2744,"duration_ms":136945,"temperature":0.7,"pith_summary":"The paper asks whether a sufficiently rapidly spinning (near-extremal) Kerr black hole can support a weakly nonlinear 'weather' regime, in which long-lived, almost-resonant gravitational modes exchange energy before they decay. Starting from the second-order vacuum Einstein equation and a Hertz-potential description of metric perturbations, it derives an infinite-dimensional dynamical system for the amplitudes of the zero-damped quasinormal modes. In the near-horizon scaling limit, with angular momenta split into a low-$\\ell$ and a high-$\\ell$ eikonal sector, the system admits a time-independent equilibrium supported on axisymmetric, zero-overtone modes with amplitudes $c_\\ell \\sim C^{\\rm low}\\,2^{-\\ell/2}\\ell^{-7/2}$. The authors interpret this as evidence that weakly nonlinear self-interaction alone drives the perturbation toward a smooth, large-scale endpoint: an inverse cascade, with the low-$\\ell$ modes acting as a pump. If the interpretation survives, it gives a gravitational counterpart of the 'weather' patterns seen in simplified models of rotating atmospheres, with no external driving and no reliance on the linear decay of the modes.","feed_headline":"Near-extremal black holes may settle into dyadic 'weather' states","feed_subtitle":"If right, self-interacting gravitational waves alone push long-lived modes to smooth, large-scale states.","key_machinery":"The machinery is a QNM-amplitude dynamical system built for near-extremal Kerr. In the corrector-tensor scheme a metric perturbation is encoded by a Hertz potential $\\Phi$, and the second-order Einstein equation becomes a sourced Teukolsky equation for $\\Phi$; a conserved bilinear product for Teukolsky solutions converts the sourced equation into $\\dot c_1=\\alpha\\sum_{2,3}(U_{123}c_2c_3+V_{123}c_2c_3^*)$. The coefficients $U_{123},V_{123}$ are three-wave overlap integrals. In the nNHEK scaling limit (the near-near-horizon extremal Kerr limit), with $\\ell$ restricted to $m^2\\ll\\ell\\ll\\varepsilon^{-1}$, they factor into angular integrals over spin-weighted spherical harmonics and regulated radial triple products; the large-$\\ell$ angular integrals are evaluated by stationary phase, yielding triangle selection rules, and the radial integrals reduce to three-point objects of the near-horizon $\\mathrm{SL}(2,\\mathbb{R})$ symmetry. The equilibrium is found by rescaling $\\ell=L\\bar\\ell$, passing from sums to integrals, and solving the resulting scale-invariant equation by the power-law ansatz $c_{\\bar\\ell}\\propto\\bar\\ell^{-2}$; after inverting the amplitude renormalization this gives the $2^{-\\ell/2}\\ell^{-7/2}$ spectrum.","core_discovery":"On its own terms, the paper claims that the leading self-interaction of gravitational perturbations around near-extremal Kerr has a nontrivial stationary state in the space of zero-damped QNM amplitudes. The state is supported only on axisymmetric modes ($m=0$) and zero overtones ($N=0$), and at large polar index it obeys the dyadic power law $c_\\ell\\propto C^{\\rm low}2^{-\\ell/2}\\ell^{-7/2}$, where $C^{\\rm low}$ is a weighted sum of the low-$\\ell$ amplitudes that pumps the high-$\\ell$ sector. Because the linear damping factors are essentially frozen during the relevant Boyer-Lindquist time, the suppression is produced entirely by quadratic nonlinearities. The corresponding metric, the Kerr background plus the reconstructed Hertz-potential perturbation and the corrector tensor, is time-independent over a parametrically long interval that diverges as extremality is approached. The paper does not claim to prove that this equilibrium is an attractor; the claim is that it is a solution of the derived dynamical system and evidence for a high-$\\ell$ inverse cascade.","pith_inferences":["The existence of the equilibrium does not by itself establish a cascade; the paper's interpretation is conditional on the equilibrium being attracting, and a decisive numerical experiment integrating the finite truncation from generic data would turn the 'weather' conjecture into a dynamical claim.","The equilibrium is restricted to $m=0$, and the authors explicitly note that reducing dimensionality can change cascade direction; whether non-axisymmetric modes are depleted or fed by the axisymmetric cascade is the first question to resolve.","The dimensional-renormalization cutoff assumption about intermediate and ultra-large-$\\ell$ modes is a physical claim about how those sectors are slaved to the low/high sectors; a cleaner check would compute next-order corrections to the overlap coefficients and see whether the $p=-2$ cancellation survives.","The same three-wave machinery could be adapted to other long-lived resonant mode families, such as near-extremal charged black holes, which would show whether dyadic suppression is a generic feature of near-extremal horizons or specific to Kerr."],"forward_implications":["If the equilibrium is reached, the endpoint is a smooth near-Kerr geometry with no large-$\\ell$ content, so gravitational radiation in this regime would be dominated by low-$\\ell$ axisymmetric modes rather than a turbulent spread to high harmonics.","The equilibration time can be parametrically long in $\\varepsilon$: the dynamical system is written in slow time $\\bar t=\\varepsilon t/(2M)$, and the equilibrium persists for Boyer-Lindquist times of order $M\\varepsilon^{q-1}$ with $1/2<q<1$.","Linear decay of the zero-damped QNMs is not responsible for the suppression; the result is due to the quadratic self-interaction of the modes alone.","The explicit overlap coefficients for the (high,high)$\\to$(high), (high,low)$\\to$(high), and related channels give a quantitative replacement for earlier truncated two-mode models of resonant mode coupling, treating all QNMs on the same footing.","Higher-order cubic interactions are not needed for the leading cascade, but the authors note that resonant quartets are generic and would be the next correction to this picture."],"supporting_citations":[{"why":"Corrector-tensor formalism showing that metric perturbations of Kerr can be written through a Hertz potential plus a corrector tensor.","marker":"[24]"},{"why":"Generalization of metric reconstruction to the nonlinear level, giving the sourced Teukolsky equation for the Hertz potential.","marker":"[35]"},{"why":"Provides the conserved bilinear product for Teukolsky solutions used to define QNM amplitudes and their orthogonality.","marker":"[41]"},{"why":"Prior proposal that resonant long-lived QNMs could drive an inverse cascade; this paper's dynamical system replaces its truncated two-mode model.","marker":"[23]"},{"why":"Gives the zero-damped QNM frequency asymptotics used as the starting point for the near-extremal spectrum.","marker":"[9]"},{"why":"Distinguishes zero-damped from damped QNMs and justifies keeping only the zero-damped sector in the regime considered.","marker":"[10]"},{"why":"Establishes the nNHEK geometry, the near-horizon limit in which the overlap integrals simplify.","marker":"[26]"},{"why":"Supplies the weak-wave-turbulence framework of truncation to resonant interacting modes that motivates the derivation.","marker":"[43]"}],"fun_headline_variants":["Black hole 'weather' from self-interacting gravitational waves","Gravitational self-interaction drives Kerr black holes to weather-like states","Near-extremal Kerr: nonlinear gravity yields dyadic mode weather","Self-gravitating waves make black hole weather"],"cache_read_input_tokens":71424,"weakest_assumption_plain":"The equilibrium result depends on a specific way of cutting off divergent mode sums, which is an unproven assumption about how the omitted middle-size and very large angular-momentum modes behave; if that assumption is wrong, the claimed spectrum is not established.","fun_headline_variants_meta":{"raw":{"variants":["Black hole 'weather' from self-interacting gravitational waves","Gravitational self-interaction drives Kerr black holes to weather-like states","Near-extremal Kerr: nonlinear gravity yields dyadic mode weather","Self-gravitating waves make black hole weather"]},"model":"deepseek-v4-flash","effort":"low","cost_usd":0.000986,"raw_usage":{"total_tokens":4223,"prompt_tokens":1030,"completion_tokens":3193,"prompt_tokens_details":{"cached_tokens":384},"prompt_cache_hit_tokens":384,"prompt_cache_miss_tokens":646,"completion_tokens_details":{"reasoning_tokens":3123}},"tokens_in":646,"tokens_out":3193,"duration_ms":23440,"temperature":1.0,"reasoning_tokens":3123,"cache_read_input_tokens":384,"cache_creation_input_tokens":0},"cache_creation_input_tokens":0},"created_at":"2026-08-11T23:04:58.586480+00:00","model_set":{"reader":"deepseek-v4-flash"},"falsifier":"A concrete test is to integrate the truncated dynamical system numerically from generic initial data for a finite but large mode set (the paper states this is in principle possible) and check whether high-$\\ell$ amplitudes approach $c_\\ell\\propto 2^{-\\ell/2}\\ell^{-7/2}$ or grow instead. A second check is to include modes with $\\ell\\sim\\varepsilon^{-1/2}$ and $\\ell\\gtrsim\\varepsilon^{-q}$: if the regularized double integral's value, and hence the exponent $p=-2$, changes when those sectors are added, the equilibrium is an artifact of the truncation.","supporting_citations":[],"review_version":1}